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#Art & Design #Adobe #ChatGPT #GitHub

#Algorithmic Decision-Making

Showing: 30 courses
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

When Will We Need a Theory of Intelligence - Panel Discussion

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Panel discussion exploring the need for a theory of intelligence, its potential components, and applications beyond human and machine intelligence, considering the limits of current AI successes and future challenges.
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1 Lesons
1 hour 13 minutes
On-Demand
Free-Video
TEDx

AI 判官，行不行？ - 探討人工智能在司法系統中的應用與挑戰

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AI判官的可能性與挑戰：探討人工智能在法律領域的應用，以及對人權和司法公正的影響。人類如何在科技進步中保持自主權，塑造未來法律世界。
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1 Lesons
20 minutes
On-Demand
Free-Video
media.ccc.de

Besser natürlich dumm als künstlich intelligent - Über Generative KI und ihre Grenzen

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Entdecke die Grenzen und Gefahren generativer KI: von halluzinierten Informationen bis zu militärischen Anwendungen. Erfahre, warum KI weder intelligent noch kreativ ist und welche Rolle sie in Zukunft spielen könnte.
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1 Lesons
53 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
Alan Turing Institute

Be Prepared to Show Your Working! - Professor Sir David Spiegelhalter

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Explore algorithmic decision-making transparency, validation, and explainability with Professor Spiegelhalter. Learn about the importance of demonstrating trustworthiness and intelligent transparency in automated advice systems.
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36 Lesons
1 hour 10 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
Simons Institute

The Limits of Group Fairness and Predictive Multiplicity

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Explore information-theoretic approaches to group fairness and predictive multiplicity in machine learning, examining their limitations and implications for trustworthy AI systems.
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1 Lesons
37 minutes
On-Demand
Free-Video
Simons Institute

Algorithmic Decision Making and the Cost of Fairness

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Explore algorithmic decision-making in pre-trial settings, examining bias identification, fairness concerns, and the trade-offs between accuracy and equity in automated systems.
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26 Lesons
39 minutes
On-Demand
Free-Video
AGU

Explainable AI for the Geosciences

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Explore machine learning interpretation techniques in geoscience, focusing on climate science applications and their potential for scientific discovery and increased trust in AI outputs.
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1 Lesons
1 hour 1 minute
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Sensible and Sensitive AI for Worker Wellbeing: Factors Informing Adoption and Resistance

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Explores factors influencing adoption of AI systems for worker wellbeing, analyzing sensing methods, inference types, and data sharing preferences to guide worker-centered implementations.
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1 Lesons
15 minutes
On-Demand
Free-Video
TEDx

Decoding AI - A Journey into Tomorrow's World

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Explore AI's evolution, impact, and future possibilities. Unravel the mysteries of machine thinking, algorithmic dominance, and boundless innovation in this journey through tomorrow's technological frontier.
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1 Lesons
22 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Community Keynote - Polinho Mota

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Explore the intersection of technology, ethics, and society with insights from Polinho Mota in this thought-provoking keynote address at FAccT '24.
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1 Lesons
1 hour 4 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)

Toward a Theory of Race for Fairness in Machine Learning

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Exploring critical race theory concepts for machine learning practitioners to develop a nuanced understanding of race in algorithmic fairness, through discussions and interactive activities.
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1 Lesons
43 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Economic Models I

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Exploration of fair machine learning through economic models, addressing equality of opportunity, population-level signaling, competitive equilibrium, and fair allocation algorithms.
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1 Lesons
49 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Decoupled Classifiers for Group-Fair and Efficient Machine Learning

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Explore group-fair machine learning with decoupled classifiers, balancing efficiency and fairness in algorithmic decision-making. Gain insights into innovative approaches for ethical AI development.
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1 Lesons
20 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Bridging Machine Learning and Mechanism Design towards Algorithmic Fairness

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Explore the intersection of machine learning and mechanism design to address algorithmic fairness challenges in AI systems, focusing on innovative approaches and ethical considerations.
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1 Lesons
19 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

Can an Algorithmic System Be a 'Friend' to a Police Officer's Discretion?

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Explore the intersection of algorithmic systems and police discretion, examining challenges, legal frameworks, and real-world applications in domestic abuse risk assessment and decision-making.
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25 Lesons
1 hour 14 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

The Algorithmic Leviathan - Arbitrariness, Unfairness, and Opportunity in Algorithmic Decision Making

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Explore the ethical implications of algorithmic decision-making systems, focusing on arbitrariness, unfairness, and potential solutions in automated processes across various domains.
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13 Lesons
19 minutes
On-Demand
Free-Video
TEDx

My Assistant is an Algorithm

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Explore how algorithms shape our online experiences and learn about one creator's journey to understand TikTok's algorithm through innovative analysis techniques.
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1 Lesons
16 minutes
On-Demand
Free-Video
IEEE

Collaborative Ad Transparency - Promises and Limitations

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Explore collaborative ad transparency's potential and challenges in digital advertising, examining data collection methods, privacy concerns, and implications for platform accountability.
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1 Lesons
17 minutes
On-Demand
Free-Video
Association for Computing Machinery (ACM)

When People and Algorithms Meet - User-Reported Problems in Intelligent Everyday Applications

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Análisis de problemas reportados por usuarios en aplicaciones inteligentes cotidianas, revelando desafíos en contenido, algoritmos, elección del usuario y retroalimentación, con implicaciones para el diseño de sistemas de apoyo.
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1 Lesons
21 minutes
On-Demand
Free-Video
JSConf

Consequences of an Insightful Algorithm

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Exploring ethical implications of data-driven algorithms, unintended consequences, and the need for empathy in software design to protect user privacy and well-being.
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1 Lesons
31 minutes
On-Demand
Free-Video
TED

Machine Intelligence Makes Human Morals More Important

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Zeynep Tufekci explores the impact of AI on decision-making, highlighting potential risks and emphasizing the importance of human ethics in guiding machine intelligence development.
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7 Lesons
18 minutes
On-Demand
Free-Video
TED

How to Build a Company Where the Best Ideas Win

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Ray Dalio shares insights on creating an idea meritocracy through radical transparency and algorithmic decision-making, fostering open communication and data-driven group decisions for business success.
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1 Lesons
17 minutes
On-Demand
Free-Video
Data Science Conference

Ethical Considerations in Predictive Analytics - Data Privacy, Bias Mitigation, and Accountability

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Explore essential ethical dimensions of predictive analytics, focusing on data privacy protection, bias elimination strategies, and building transparent accountability frameworks.
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1 Lesons
28 minutes
On-Demand
Free-Video
Uncertainty in Artificial Intelligence

On Minimizing the Impact of Dataset Shifts on Actionable Explanations

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Explore factors influencing explanation stability in AI models amid dataset shifts, focusing on model curvature, weight decay, and shift magnitude for robust actionable explanations.
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1 Lesons
26 minutes
On-Demand
Free-Video
Google TechTalks

AI Snake Oil: Understanding the Limitations and Potential of Predictive and Generative AI

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Delve into a critical analysis of AI's dual nature - examining the ethical concerns of predictive algorithms while exploring the transformative potential of generative AI for knowledge work and society.
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1 Lesons
56 minutes
On-Demand
Free-Video