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#Fairness

Showing: 93 courses
Harvard University

Finding Fairness - Incorporating Societal Values in Computer Algorithms

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Exploring algorithmic fairness and privacy in computer science, addressing concerns about incorporating societal values into technology as it increasingly impacts our lives.
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15 Lesons
48 minutes
On-Demand
Free-Video
Stanford University

Kathleen Creel- Arbitrariness, Fairness, and Opportunity in Algorithmic Decision-Making Systems

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Explore the ethical implications of algorithmic decision-making, focusing on arbitrariness at scale, its moral and legal issues, and potential technical solutions to mitigate harm.
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15 Lesons
58 minutes
On-Demand
Free-Video
Santa Fe Institute

Machine Learning and Social Norms - Balancing Fairness and Accuracy

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Machine learning's impact on social decisions: Exploring fairness, privacy, and accountability in algorithmic decision-making across various domains. Discusses recent research and challenges in embedding social norms into predictive algorithms.
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1 Lesons
1 hour 22 minutes
On-Demand
Free-Video
Santa Fe Institute

Fairness, Accountability, and Transparency in Predictive Models for Criminal Justice

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Explore fairness, accountability, and transparency in predictive modeling for criminal justice, with examples highlighting their importance in real-world applications.
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21 Lesons
1 hour 3 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Configurable Fairness for New Item Recommendation Considering Entry Time - SIGIR 2024

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Explore configurable fairness in recommender systems, focusing on new item recommendations and entry time considerations for enhanced algorithmic equity.
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1 Lesons
15 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Fair Recommendations with Limited Sensitive Attributes - A Distributionally Robust Optimization Approach

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Explore distributionally robust optimization for fair recommendations with limited sensitive attributes in RecSys, enhancing fairness in machine learning applications.
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1 Lesons
14 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Going Beyond Popularity and Positivity Bias: Correcting Multifactorial Bias in Recommender Systems - M1.7

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Explore techniques for addressing multiple biases in recommender systems, focusing on fairness and accuracy beyond popularity and positivity.
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1 Lesons
14 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

CaDRec: Contextualized and Debiased Recommender Model - Fairness in RecSys

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Explore a contextualized and debiased recommender model for fair and accurate recommendations in information retrieval systems.
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1 Lesons
13 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Fair Sequential Recommendation without User Demographics - SIGIR 2024

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Explore fair sequential recommendation techniques without relying on user demographics, enhancing ethical AI practices in recommender systems.
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1 Lesons
11 minutes
On-Demand
Free-Video
MLOps World: Machine Learning in Production

MLOps for Fairness - Creating Comprehensive Fairness Workflows

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Explore MLOps techniques for identifying, measuring, and mitigating bias in ML systems at scale. Learn to create comprehensive fairness workflows using Python tools for industry-level challenges.
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1 Lesons
20 minutes
On-Demand
Free-Video
Elvis Saravia

Evaluating Fairness in ChatGPT - OpenAI Research Overview

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Explore OpenAI's latest research on assessing fairness in ChatGPT, gaining insights into AI ethics and evaluation methodologies for large language models.
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1 Lesons
11 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

A Taxation Perspective for Fair Re-ranking - SIGIR 2024

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Explore a taxation perspective for fair re-ranking in information retrieval, examining fairness considerations and algorithmic approaches.
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1 Lesons
14 minutes
On-Demand
Free-Video
Broad Institute

AI in Radiology: Pattern Detection, Fairness, and Clinical Applications - Lecture Series

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Explore AI's ability to detect hidden patterns in X-ray images and its implications for radiologists. Delve into fairness considerations in chest X-ray diagnosis models and their potential impacts on clinical practice.
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27 Lesons
1 hour 34 minutes
On-Demand
Free-Video
Microsoft

Live Responsible AI Dashboard: One-Stop Shop for Operationalizing RAI in Practice - Episode 43

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Explore the Responsible AI Dashboard, a comprehensive toolkit for ethical machine learning development. Learn about model debugging, fairness assessment, and responsible decision-making in AI systems.
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10 Lesons
27 minutes
On-Demand
Free-Video
Microsoft

Build Responsible AI Using Error Analysis Toolkit

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Explore Microsoft's Error Analysis toolkit for responsible AI, identifying model errors, diagnosing root causes, and building reliable solutions through interpretability, fairness, and debugging techniques.
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7 Lesons
26 minutes
On-Demand
Free-Video
Institute for Advanced Study

How Will Artificial Intelligence Change Ethics? - Pedro Domingos

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Explore AI's impact on privacy, fairness, work, ethics, warfare, governance, and social media, examining how it challenges our understanding of human uniqueness.
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9 Lesons
24 minutes
On-Demand
Free-Video
GERAD Research Center

Designing Size Inclusive Fashion Assortments

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Explore innovative strategies for balancing revenue and size inclusivity in fashion retail assortments. Gain insights into advanced analytics, choice modeling, and fairness measures to optimize product offerings.
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1 Lesons
40 minutes
On-Demand
Free-Video
Centre de recherches mathématiques - CRM

Beyond Bias Audits: Bringing Equity to the Machine Learning Pipeline

0 rewiews
Explorez les approches pour intégrer l'équité dans l'apprentissage automatique appliqué aux soins de santé, en abordant les biais algorithmiques et les disparités en matière de santé.
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14 Lesons
48 minutes
On-Demand
Free-Video
Alan Turing Institute

Transparency in Algorithmic Decision-Making - Karen Yeung, Birmingham Law School

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Exploring transparency in algorithmic decision-making, focusing on legal, ethical, and social implications of AI and automated systems in light of GDPR implementation and its impact on data protection.
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14 Lesons
25 minutes
On-Demand
Free-Video
Alan Turing Institute

The Primitives of Legal Protection Against Data Totalitarianisms - Professor Mireille Hildebrandt

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Explore legal protections against data-driven totalitarianism, examining concepts like consent, purpose limitation, and contestability in the context of AI and data processing regulations.
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23 Lesons
43 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Privacy and Fairness

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Explore differential privacy, stochastic optimization, and fairness in algorithms. Learn about new techniques, applications, and the importance of interaction in privacy-preserving machine learning.
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14 Lesons
45 minutes
On-Demand
Free-Video
Simons Institute

The Ethical Algorithm

0 rewiews
Explore ethical challenges in algorithmic design, focusing on data privacy and fairness. Learn about differential privacy, anonymization techniques, and defining fairness in AI systems.
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16 Lesons
1 hour 29 minutes
On-Demand
Free-Video
Simons Institute

Generative Adversarial Models for Privacy and Fairness

0 rewiews
Explore generative adversarial models for enhancing privacy and fairness in machine learning, covering differential privacy, GANs, and real-world applications in data publishing and encoding.
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25 Lesons
38 minutes
On-Demand
Free-Video
Alan Turing Institute

The GDPR and Beyond - Ideas from Academia and Policy Panel

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Exploring GDPR's impact on data protection, automated decision-making, and AI regulation. Experts discuss key concepts, implementation challenges, and future implications for governments and corporations.
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1 Lesons
36 minutes
On-Demand
Free-Video
Alan Turing Institute

The GDPR and Beyond - Elizabeth Denham, UK Information Commissioner

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Elizabeth Denham discusses GDPR implementation, its impact on data protection, and future implications for AI regulation. Insights from the UK's top data protection official on privacy, innovation, and accountability.
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1 Lesons
21 minutes
On-Demand
Free-Video
Cooperative AI Foundation

Achieving Cooperative Outcomes in Mixed Settings

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Explore strategies for achieving cooperative outcomes in diverse environments. Learn from Nisarg Shah's expertise in fairness, efficiency, and algorithmic decision-making affecting humans.
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1 Lesons
58 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Unbiased Learning to Rank - Lessons from Baidu's Large-Scale Search Dataset

0 rewiews
Explore real-world insights from Baidu's search data analysis, examining unbiased learning-to-rank methodologies and their practical implications for search engine optimization.
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1 Lesons
15 minutes
On-Demand
Free-Video
Alan Turing Institute

Introduction to Data Ethics - Brent Mittelstadt

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Explore data ethics with Dr. Mittelstadt, covering algorithmic fairness, accountability, transparency, and privacy. Learn about ethical challenges in AI and data analytics, with real-world examples and regulatory insights.
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23 Lesons
1 hour 27 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Fairness in Machine Learning with Tulsee Doshi

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Explore ML fairness principles, concerns, and mitigation strategies. Learn about Google's approach to inclusive AI development and tools for evaluating and improving fairness in machine learning models.
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24 Lesons
1 hour 1 minute
On-Demand
Free-Video
Association for Computing Machinery (ACM)

ACM-IMS Interdisciplinary Summit on the Foundations of Data Science

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Explore cutting-edge data science topics with leading experts, including deep learning, reinforcement learning, robustness, fairness, and ethics, through keynote talks and panel discussions.
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9 Lesons
5 hours 59 minutes
On-Demand
Free-Video
Center for Language & Speech Processing(CLSP), JHU

Ethics and Data: Where Does the Twain Meet?

0 rewiews
Explore the intersection of ethics and data in NLP, ML, and AI research, addressing inclusivity, fairness, and transparency while navigating IRB, copyright, and licensing issues.
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1 Lesons
1 hour 7 minutes
On-Demand
Free-Video
TEDx

The Ethics of Breaking Barriers

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Explore ethical barrier-breaking through a fifth grader's perspective. Learn to push limits fairly, respecting others and considering long-term impacts. Gain insights on speaking up, collaboration, and patience in pursuing progress.
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1 Lesons
12 minutes
On-Demand
Free-Video
Toronto Machine Learning Series (TMLS)

Algorithmic Decision Making - Exploring Practical Approaches to Liability, Fairness, and Explainability

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Explore practical approaches to liability, fairness, and explainability in algorithmic decision-making with industry experts.
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1 Lesons
53 minutes
On-Demand
Free-Video
Uncertainty in Artificial Intelligence

Towards Causal Foundations of Safe AI - Tutorial

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Explore causal foundations for safe AI, covering models, fairness, risks, and mitigation strategies to ensure ethical and beneficial AI decision-making.
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1 Lesons
1 hour 36 minutes
On-Demand
Free-Video
INSAIT Institute

Provably Fair and Robust Machine Learning

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Explore cutting-edge methods for building fair and robust machine learning systems, covering tabular and vision data alongside deterministic and statistical certification approaches.
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1 Lesons
37 minutes
On-Demand
Free-Video
Data Science Conference

Don't Stop at Data Democratization - Data Literacy and Diversity in AI Systems

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Discover how synthetic data drives innovation by enabling data diversity and equitable AI systems, while promoting inclusive access to data resources for all professionals.
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13 Lesons
17 minutes
On-Demand
Free-Video
Data Science Conference

Responsible AI 2.0 - The Imperative of Responsible AI Development

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Explore the evolution of Responsible AI principles, focusing on fairness, accountability, privacy, and transparency in machine learning applications across various sectors of daily life.
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1 Lesons
15 minutes
On-Demand
Free-Video
The Full Stack

Xavier Amatriain on Practical Deep Learning Systems - November 2019

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Practical insights on deep learning systems, covering data handling, model selection, architecture engineering, and real-world implementation challenges in various domains.
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44 Lesons
58 minutes
On-Demand
Free-Video
Toronto Machine Learning Series (TMLS)

Algorithmic Bias in Human Resources: Responsible AI and Business Strategy

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Explore algorithmic bias in HR, responsible AI, and business strategy. Unpack root causes, identify symptoms, and develop strategies for responsible HR algorithms and AI projects.
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1 Lesons
1 hour 28 minutes
On-Demand
Free-Video
The Royal Institution

How Can Machines Learn Human Values? - With Brian Christian

0 rewiews
Exploring challenges in AI ethics, including data bias, fairness, and value alignment. Discusses innovative solutions for building more robust and ethically-aligned machine learning systems.
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28 Lesons
1 hour 2 minutes
On-Demand
Free-Video
Open Data Science

Inclusive Search and Recommendations

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Explore inclusive AI in personalized discovery systems, focusing on fairness, diversity, and privacy. Learn strategies for reducing bias and implementing responsible AI in search and recommendation algorithms.
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10 Lesons
39 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Approximately Stable Committee Selection

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Explore committee selection methods, focusing on fairness, stability, and approximation algorithms. Learn about preference models, participatory budgeting, and innovative approaches to achieve balanced representation.
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15 Lesons
21 minutes
On-Demand
Free-Video
The Full Stack

Ethics - Full Stack Deep Learning - Spring 2021

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Explore AI ethics, covering long-term challenges, hiring practices, fairness, representation, and best practices. Gain insights into crucial ethical considerations for AI development and implementation.
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8 Lesons
1 hour 5 minutes
On-Demand
Free-Video
Open Data Science

Responsible AI Dashboard - A Tool for Operationalizing Responsible AI

0 rewiews
Explore Microsoft's Responsible AI Dashboard, an open-source framework integrating tools for error analysis, interpretability, fairness, and causal decision-making to build reliable and responsible AI products.
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16 Lesons
53 minutes
On-Demand
Free-Video
Linux Foundation

Simulating Apache Mesos Framework - Insights from Cook Scheduler Testing

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Explore Apache Mesos framework simulation for testing algorithm changes, uncovering bugs, and improving system performance without running the entire distributed system.
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24 Lesons
34 minutes
On-Demand
Free-Video
Computational Genomics Summer Institute CGSI

Fairness and Equity in Machine Learning for Healthcare

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Explore fairness and equity in healthcare ML, addressing bias, challenges, and innovative solutions for equitable outcomes in medical applications and large language models.
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8 Lesons
19 minutes
On-Demand
Free-Video
ACM SIGPLAN

CQS: A Formally-Verified Framework for Fair and Abortable Synchronization

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Explore a formally-verified framework for fair and abortable synchronization, enabling efficient implementation of various primitives with modular proofs and improved performance.
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1 Lesons
15 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Translation Tutorial - Fairness and Friends

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Explore fairness in AI and its societal implications with experts from NYU and STOP. Gain insights into ethical considerations and practical approaches for responsible AI development.
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1 Lesons
1 hour 38 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Fairness, Equality, and Power in Algorithmic Decision-Making

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Explore the ethical implications of algorithmic decision-making, focusing on fairness, equality, and power dynamics in AI systems and their societal impact.
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1 Lesons
20 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

AI Explainability 360

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Comprehensive tutorial on AI explainability, covering techniques, tools, and applications. Learn to implement transparent and interpretable machine learning models for ethical AI development.
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1 Lesons
2 hours 58 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Fairness, Welfare, and Equity in Personalized Pricing

0 rewiews
Explore the ethical implications and economic impacts of personalized pricing strategies, focusing on fairness, consumer welfare, and equity considerations in dynamic market environments.
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1 Lesons
19 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Profiling and Representation

0 rewiews
Explores bias in semantic representations, fair crowdsourced recommendations, profiling potential of computer vision, and rich subgroup fairness in machine learning. Discusses ethical implications in AI and data science.
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1 Lesons
47 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Translation Tutorial - A Shared Lexicon for Research in Human-Centered Software Systems

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Explore key terms in fairness, accountability, and transparency in algorithmic systems. Learn how different disciplines interpret these concepts to improve cross-disciplinary communication and research in human-centered software.
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1 Lesons
47 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Responsible AI in Industry - Lessons Learned in Practice

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Explore practical lessons on implementing responsible AI in industry, covering explainability, fairness, and challenges faced by major tech companies.
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21 Lesons
1 hour 31 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

What We Can’t Measure, We Can’t Understand - Challenges to Demographic Data Procurement in the Pursuit of Fairness

0 rewiews
Explore challenges in demographic data collection for fairness, covering recruitment, privacy laws, anti-discrimination policies, and organizational trustworthiness in pursuit of equitable AI systems.
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7 Lesons
22 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

What Does Fairness Mean in Data Protection Law

0 rewiews
Explore legal concepts of fairness in data protection, examining justice, equality, and AI ethics through practical scenarios and GDPR implications.
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26 Lesons
1 hour 30 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Avoiding Disparity Amplification under Different Worldviews

0 rewiews
Explore strategies to prevent amplification of disparities in machine learning systems while considering diverse worldviews, with a focus on fairness and utility in decision-making processes.
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8 Lesons
18 minutes
On-Demand
Free-Video
IEEE

Learning from Outcomes - Evidence-Consistent Rankings

0 rewiews
Explore evidence-consistent rankings in machine learning, focusing on fairness, misrepresentation, and multi-accuracy. Gain insights into domination compatibility and self-reference in ranking systems.
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13 Lesons
21 minutes
On-Demand
Free-Video
TED-Ed

Moral Behavior in Animals

0 rewiews
Explore surprising evidence of empathy, cooperation, and fairness in primates and mammals, challenging our understanding of moral traits in animals.
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1 Lesons
17 minutes
On-Demand
Free-Video
USENIX

Shockwave - Fair and Efficient Cluster Scheduling for Dynamic Adaptation in Machine Learning

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Efficient cluster scheduling system for dynamic adaptation in ML training, optimizing fairness and efficiency through market theory and stochastic dynamic programming.
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1 Lesons
18 minutes
On-Demand
Free-Video
USENIX

Formal Methods for Network Performance Analysis

0 rewiews
Explores using formal methods for network performance analysis, offering a more exhaustive approach than simulation. Demonstrates effectiveness in analyzing packet scheduling algorithms and generating problematic workloads.
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1 Lesons
15 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

A Hands-On Introduction to Large Language Models for Fairness, Accountability, and Transparency Researchers

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Hands-on exploration of large language models for researchers studying fairness, accountability, and transparency in AI systems.
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1 Lesons
1 hour 36 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Fairness in Machine Learning from the Perspective of Sociology of Statistics - How Machine Learning Is Becoming Scientific by Turning Its Back on Metrological Realism

0 rewiews
Explore the intersection of machine learning fairness and sociology of statistics, examining how ML evolves scientifically by moving away from metrological realism.
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1 Lesons
15 minutes
On-Demand
Free-Video
Joint Mathematics Meetings

Political Geometry - Voting Districts, Compactness, and Ideas About Fairness

0 rewiews
Explore political geometry, voting districts, and fairness concepts in redistricting through mathematical analysis and real-world examples from various U.S. states.
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23 Lesons
1 hour 16 minutes
On-Demand
Free-Video
TheIACR

Formal Abstractions for Attested Execution Secure Processors

0 rewiews
Explore formal abstractions for attested execution in secure processors, covering standard models, concrete examples, simulation, fairness, and implications for cryptographic protocols.
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10 Lesons
26 minutes
On-Demand
Free-Video
TheIACR

Secure Computation II

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Explore advanced secure computation concepts, including information theory, MPC, ground complexity, fairness, and breakthrough results in cryptography.
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14 Lesons
1 hour 17 minutes
On-Demand
Free-Video
Gopher Academy

Queues, Fairness, and The Go Scheduler

0 rewiews
Explore Go's scheduler, its fairness mechanisms, and runtime APIs. Gain insights into Goroutine scaling, thread mapping, and scheduler control techniques.
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19 Lesons
47 minutes
On-Demand
Free-Video
TED

How Judges Can Show Respect

0 rewiews
Victoria Pratt shares four principles of "procedural justice" to ensure dignity and respect in courtrooms, transforming the judicial process and positively impacting lives in Newark and beyond.
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1 Lesons
16 minutes
On-Demand
Free-Video
TED

Moral Behavior in Animals

0 rewiews
Explore surprising evidence of empathy, cooperation, and fairness in primates and mammals, challenging our understanding of moral traits as uniquely human.
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1 Lesons
17 minutes
On-Demand
Free-Video
Toronto Machine Learning Series (TMLS)

Responsible AI: Challenges and Emerging Practices - Keynote

0 rewiews
Explore challenges and emerging practices in responsible AI, including unintended consequences, model interpretability, fairness, and engineering objectives.
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1 Lesons
27 minutes
On-Demand
Free-Video
USENIX

Fairness in Serving Large Language Models

0 rewiews
Explore innovative scheduling algorithms for fair and efficient LLM inference services, addressing challenges of unpredictable request lengths and unique batching characteristics on parallel accelerators.
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1 Lesons
16 minutes
On-Demand
Free-Video
Toronto Machine Learning Series (TMLS)

The Fairness of Fairness: Evaluating, Monitoring, and Impacts of ML in Insurance

0 rewiews
Explore strategies for creating fair ML models in insurance, covering bias metrics, optimization techniques, and insights from FTC research on credit-based insurance scores' impact.
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1 Lesons
34 minutes
On-Demand
Free-Video
Toronto Machine Learning Series (TMLS)

Advances in Algorithmic Recourse - Ensuring Causal Consistency, Fairness, and Robustness

0 rewiews
Explore cutting-edge approaches to algorithmic fairness and transparency through causal inference methods, focusing on bias correction and ethical AI applications in healthcare and finance.
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1 Lesons
42 minutes
On-Demand
Free-Video
AutoML Seminars

Rethinking Bias Mitigation: Fairer Architectures Make for Fairer Face-Recognition

0 rewiews
Explore groundbreaking research on addressing bias in face recognition systems through neural architecture optimization, revealing how architectural choices impact fairness more than data preprocessing alone.
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1 Lesons
41 minutes
On-Demand
Free-Video
GERAD Research Center

Operational Research for Fairness, Privacy and Interpretability in Machine Learning

0 rewiews
Explore responsible AI through operational research, focusing on fairness, interpretability, and privacy in machine learning. Learn to leverage Integer Linear Programming for optimal, fair rule lists.
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1 Lesons
45 minutes
On-Demand
Free-Video
All Things Open

The Search for Transparency and Accountability in the Age of AI - RAI and XAI as Essential Tools

0 rewiews
Explore responsible AI and explainable AI as crucial tools for building ethical, transparent, and trustworthy AI systems. Uncover their synergy in addressing fairness, accountability, and interpretability challenges.
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1 Lesons
40 minutes
On-Demand
Free-Video
Toronto Machine Learning Series (TMLS)

Making GenAI Safe, Trustworthy and Fit for Purpose with Auto Alignment

0 rewiews
Enhance fairness, robustness, and safety of generative AI through alignment templating. Learn to measure model performance, improve with minimal human intervention, and adapt for specific use cases.
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1 Lesons
56 minutes
On-Demand
Free-Video
Toronto Machine Learning Series (TMLS)

Navigating the Tradeoff Between Privacy and Fairness in Machine Learning

0 rewiews
Explore the intersection of privacy and fairness in ML, addressing challenges and research-based solutions for regulated industries.
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1 Lesons
33 minutes
On-Demand
Free-Video
Toronto Machine Learning Series (TMLS)

Opening the Machine Learning Black Box in Regulated Industries

0 rewiews
Explore techniques for making machine learning models explainable and compliant in regulated industries like finance and insurance. Learn to bridge the gap between ML and regulatory requirements.
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1 Lesons
43 minutes
On-Demand
Free-Video
Toronto Machine Learning Series (TMLS)

Rise of Responsible MLOps

0 rewiews
Explore industry-wide developments in responsible AI, focusing on fairness, transparency, privacy, and robustness in MLOps for ethical decision-making systems.
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1 Lesons
33 minutes
On-Demand
Free-Video
Toronto Machine Learning Series (TMLS)

How F.A.T. is Your ML Model Quality in the Era of Software

0 rewiews
Explore F.A.T. (Fairness, Accountability, Transparency) properties for assessing ML model quality. Learn evaluation approaches, governance benchmarks, and bias mitigation techniques through case studies.
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1 Lesons
45 minutes
On-Demand
Free-Video
Google TechTalks

Auto-bidding in Online Advertising: Campaign Management and Fairness

0 rewiews
Explore auto-bidding strategies in digital advertising, focusing on conversion maximization, ROI constraints, and fairness in auction outcomes. Learn efficient algorithms for multi-channel optimization.
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1 Lesons
52 minutes
On-Demand
Free-Video
Google TechTalks

High-Dimensional Prediction for Sequential Decision Making

0 rewiews
Explore efficient algorithms for online high-dimensional predictions, enabling no-regret guarantees, fairness, and uncertainty quantification in multiclass settings for improved decision-making.
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1 Lesons
49 minutes
On-Demand
Free-Video
DevConf

Ensuring Fair Behavior Among Autonomous Vehicles

0 rewiews
Explore a novel approach to incentivize fair behavior in autonomous vehicle ecosystems using blockchain technology and fairness tokens.
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1 Lesons
35 minutes
On-Demand
Free-Video
DevConf

Guardrails for Trustworthy AI: Balancing Innovation and Responsibility

0 rewiews
Explore strategies for implementing trustworthy AI, focusing on fairness, accountability, and ethical use of large language models. Learn to balance innovation with responsible AI practices.
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1 Lesons
37 minutes
On-Demand
Free-Video
Institut des Hautes Etudes Scientifiques (IHES)

Contextual Stochastic Bandits with Budget Constraints and Fairness Application

0 rewiews
Explore contextual stochastic bandits, budget constraints, and fairness applications in machine learning. Learn strategies for balancing exploration and exploitation in reward maximization.
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1 Lesons
47 minutes
On-Demand
Free-Video
DataLearning@ICL

Tackling Fairness, Change, and Polysemy in Word Embeddings

0 rewiews
Explore fairness, change, and polysemy in word embeddings with Felipe Bravo's presentation on cutting-edge research in natural language processing and machine learning.
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1 Lesons
45 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

Navigating the Ethical Horizon: Pioneering Responsible AI with the Generative AI Commons

0 rewiews
Explore responsible AI's role in ethical tech development, focusing on the Generative AI Commons framework for transparency, fairness, and inclusivity across the AI lifecycle.
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1 Lesons
34 minutes
On-Demand
Free-Video
NDC Conferences

AI for Inclusive Society - Responsible AI

0 rewiews
Explore responsible AI principles for inclusive, trustworthy solutions. Learn about AI fluency, shared accountability, and intentional inclusivity to avoid unintentional exclusion in AI development and deployment.
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1 Lesons
1 hour 2 minutes
On-Demand
Free-Video
IIIA Hub

Evaluation Beyond Relevance - Accounting for Credible, Correct and Fair Information

0 rewiews
Explore evaluation methods for information systems that address misinformation, fairness, and bias beyond traditional relevance metrics, with practical insights into quantitative measurement approaches.
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1 Lesons
1 hour 18 minutes
On-Demand
Free-Video
Centre for Networked Intelligence, IISc

Online Learning for Network Resource Allocation

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Explore advanced online learning techniques for optimizing network resource allocation, focusing on caching strategies, inference delivery networks, and fairness in unpredictable environments.
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1 Lesons
1 hour 1 minute
On-Demand
Free-Video
Simons Institute

A Theory of Multi-objective Machine Learning

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Explore multi-objective learning as a unifying paradigm for robustness, collaboration, and fairness in machine learning, with technical tools and empirical evidence.
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1 Lesons
1 hour 11 minutes
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Free-Video
Cooperative AI Foundation

Fostering Cooperation via Fairness in AI Systems

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Explore fairness in AI decision-making, addressing efficiency, elicitation, and incentives. Learn theoretical foundations for fairness in voting, resource allocation, and machine learning.
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1 Lesons
1 hour 1 minute
On-Demand
Free-Video