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Statistical Learning Theory for Modern Machine Learning
Presenter
- John Shawe-Taylor
August 11, 2020
IAS
Latent Stochastic Differential Equations for Irregularly-Sampled Time Series
Presenter
- David Duvenaud
April 30, 2020
IAS
Differential Operators for Generating Structured Adversarial Examples
Presenter
- Hossein Mobahi
April 22, 2020
IPAM
The Peculiar Optimization and Regularization Challenges in Multi-Task Learning and Meta-Learning
Presenter
- Chelsea Finn
April 16, 2020
IAS
Solution Concepts for Optimal Feedback Control of Nonlinear Partial Differential Equations
Presenter
- Karl Kunisch
April 1, 2020
IPAM
Nonlinear optimal feedback control - a model-based learning approach
Presenter
- Qi Gong
March 30, 2020
IPAM
Feature purification: How adversarial training can perform robust deep learning
Presenter
- Yuanzhi Li
March 16, 2020
IAS
Computational Contributions to Understanding Impaired Motivation and Effort in Psychosis
Presenter
- Deanna Barch
February 20, 2020
IPAM