Talk Series
Discover your talk series to access exclusive event recordings and informative articles all in one place. Stay updated and enhance your knowledge with high-quality content.
Featured posts
January 22, 2025
Theory and Algorithms for Efficient Reinforcement Learning
by Lin Yang
October 14, 2025
Learning Reliable Rewards for LLMs via RLHF: Robustness, Adaptivity and Beyond
by Tuo Zhao
January 22, 2025
Theory and Algorithms for Efficient Reinforcement Learning
by Lin Yang
March 27, 2024
Evolution of Recommender Model Serving from CPUs to GPUs
by Pong Eksombatchai and Saurabh Vishwas Joshi
April 25, 2023
A Journey from Handcrafted to Machine-Discovered Optimizers
by Cho-Jui Hsieh
October 12, 2022
Combining Experimental and Non-Experimental Data to Estimate Long Term Causal Effects
by Guido W. Imbens
June 7, 2022
Probabilistic Hash Functions and Hash Tables: A New Paradigm for Efficient AI Training and Inference
by Anshumali Shrivastava
May 17, 2022
Synthetic Media: New Opportunities and New Challenges
by Chris Bregler
April 5, 2022
A Conceptual Framework for a Representational Approach to Information Retrieval
by Jimmy Lin
December 14, 2021
Towards Reliable and Practicable Algorithmic Recourse
by Hima Lakkaraju
November 16, 2021
Learning and Generalization in Graph Neural Networks
by Stefanie Jegelka
October 19, 2021
Algorithms for Measuring and Mitigating ML Unfairness
by Sanmi Koyejo
April 22, 2021
From Differentiable Reasoning to Semantic Visual Navigation
by Ruslan Salakhutdinov
March 31, 2021
GraphflowDB and Modern Query Processing Techniques for the Graph Database Management Systems
by Semih Salihoglu
November 10, 2020
Texture is from Mars, Structure is from Venus: on combining Internal and External Learning
by Alexei Efros
October 1, 2020
Visualizations of Imperceptible Visual Signals
by William T Freeman
September 2, 2020
Computer Vision for Fashion: From Individual Recommendations to Worldwide Trends
by Kristen Grauman
May 4, 2020
Embodied Learning as a Path to (Slightly More) Intelligent Machines
by Sergey Levine
