59:46

Towards Robust Artificial Intelligence - Pushmeet Kohli

Institute for Advanced Study

54:51

A snapshot of few-shot classification - Richard Zemel

Institute for Advanced Study

54:03

Iterative Random Forests (iRF) with applications to genomics and precision medicine - Bin Yu

Institute for Advanced Study

1:10:24

Generative Modeling by Estimating Gradients of the Data Distribution - Stefano Ermon

Institute for Advanced Study

1:01:37

Evaluating Lossy Compression Rates of Deep Generative Models - Roger Grosse

Institute for Advanced Study

58:00

Do Simpler Models Exist and How Can We Find Them? - Cynthia Rudin

Institute for Advanced Study

1:06:04

Deep equilibrium models via monotone operators - Zico Kolter

Institute for Advanced Study

1:02:55

The Peculiar Optimization and Regularization Challenges...Meta-Learning - Chelsea Finn

Institute for Advanced Study

1:01:31

Modularity, Attention and Credit Assignment...computations - Anirudh Goyal

Institute for Advanced Study

1:03:07

Tradeoffs between Robustness and Accuracy - Percy Liang

Institute for Advanced Study

59:38

Interpretability for Everyone - Been Kim

Institute for Advanced Study

1:13:32

Steps towards more human-like learning in machines - Josh Tenenbaum

Institute for Advanced Study