Turing Lecture - AI for Innovative Social Work, Desmond U. Patton
Exploring the intersection of AI, social media, and youth violence, focusing on how digital expressions impact vulnerable communities and the potential for data science to address social inequalities.
Using Data Science to Do Good, With Rayid Ghani
Explore how AI and data science can address social challenges, from preventing lead poisoning to reducing police misconduct, while tackling explainability and fairness issues in high-impact public policy projects.
The New Real Observatory - Bridging Climate Data and Art through AI
Unveiling an interactive climate AI platform for artists, bridging global datasets with local perspectives. Explore transformative ideas through art and AI to address climate change and foster a thriving planet.
From Joins to Aggregates and Optimisation Problems - Professor Dan Olteanu, University of Oxford
Advanced database query processing: worst-case optimal join algorithms, functional aggregate queries, and in-database optimization for machine learning. Covers theory and practical applications in data science.
Outside Insight - The Meltwater Data Science Platform - Dr Giorgio Orsi
Explore Meltwater's Data Science platform for Media Intelligence, featuring data collection, enrichment, and AI applications to extract insights from online conversations for strategic decision-making.
Centrally Banked Cryptocurrencies
Explore centrally banked cryptocurrencies, their advantages over decentralized systems, and potential solutions to Bitcoin's issues through innovative blockchain structures and consensus mechanisms.
Geometric Graph-Based Methods for High Dimensional Data
Explore geometric graph-based methods for segmenting large datasets, combining nonlinear PDE image segmentation with linear algebra techniques to solve graph cut optimization problems in various applications.
Safeguarding Users’ Sensitive Data in the Cloud and the Browser
Explore techniques for protecting sensitive data in cloud and browser environments, focusing on least privilege principle and preventing information leakage even during successful attacks.
Learning Real-World Probabilistic Models with Approximate Message Passing
Explore probabilistic modeling for big data using factor graphs and message passing. Learn how Amazon tackles real-world problems with advanced statistical techniques in the era of structured data.
Systems Challenges in Graph Analytics
Explore challenges in building scalable graph analytics systems, focusing on algorithm behavior, resource allocation, and efficient hardware utilization for large-scale data processing.
Epidemics, Erdos Numbers, and the Internet
Explore network science through epidemics, collaboration patterns, and internet structure. Discover how complex systems interconnect and influence various fields of study.
High-Dimensional Learning and Deep Neural Networks
Explorez les réseaux neuronaux profonds et l'apprentissage en haute dimension avec le professeur Mallat. Découvrez les avancées récentes en science des données et leurs applications pratiques.
Mathematical Models for Predicting the Future - Limitations and Ethics
Explore the power and limitations of mathematical models in predicting future events, from pandemics to climate change, with insights on their ethical implications and real-world applications.
Understanding the Nature of Minds - From Humans to Machines
Explore the concept of minds beyond humans, from animals to machines, challenging traditional perspectives and examining potential alien intelligences with science writer Philip Ball.
The Puzzle of Language - Exploring Linguistic Conundrums
Explore mind-bending language puzzles with mathematician Alex Bellos, featuring diverse linguistic challenges from ancient to modern scripts, vocabularies, and phonologies.
Towards a Posthuman Future - Advances in Technology and AI
Martin Rees explores how technological and AI advancements could empower humanity to overcome global threats, discussing the potential for a posthuman future and its implications for our species.
How to Bend the Rules - Algorithms and Data in Modern Life
Hannah Fry explores how data-driven algorithms have permeated our lives, controlling many aspects without our awareness. She delves into the impact of these algorithms on society and human behavior.
Automating Tasks with AI: Email Summarization and News Updates
Learn to automate tasks using AI with Make, including email summarization, AI news updates, and email-to-speech conversion. Boost productivity and stay informed effortlessly.
14 Easy Lessons for Thinking About Complex Adversarial Systems
Explore 14 key insights for analyzing complex adversarial systems, enhancing your understanding of security challenges and strategic thinking in cybersecurity.
Open-Source Interoperability Toolkit for Integration of Distributed Energy Storage and Flexibility Resources - Project InterSTORE
Explore an open-source toolkit for integrating distributed energy storage and resources, enabling power flexibility and monetization through innovative protocols and data sharing technologies.
Statistical Physics and Machine Learning - A 30 Year Perspective
Explore the 30-year evolution of connections between statistical physics and machine learning, offering insights into their intertwined development and future implications.