Videos

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Blending physics and machine learning to improve climate projections Thumbnail

Blending physics and machine learning to improve climate projections

Presenter
  • Laure Zanna
October 9, 2020
IMSI
Private AI: Machine Learning on Encrypted Data Thumbnail

Private AI: Machine Learning on Encrypted Data

Presenter
  • Kristin Lauter
October 7, 2020
IMSI
Learning with Few Labeled Data Thumbnail

Learning with Few Labeled Data

Presenter
  • Pratik Chaudhari
October 6, 2020
IPAM
Gene expression recovery in single cell transcriptomic data Thumbnail

Gene expression recovery in single cell transcriptomic data

Presenter
  • Nancy Zhang
September 10, 2020
IAS
Statistical Learning Theory for Modern Machine Learning Thumbnail

Statistical Learning Theory for Modern Machine Learning

Presenter
  • John Shawe-Taylor
August 11, 2020
IAS
Latent Stochastic Differential Equations for Irregularly-Sampled Time Series Thumbnail

Latent Stochastic Differential Equations for Irregularly-Sampled Time Series

Presenter
  • David Duvenaud
April 30, 2020
IAS
Differential Operators for Generating Structured Adversarial Examples Thumbnail

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 Thumbnail

The Peculiar Optimization and Regularization Challenges in Multi-Task Learning and Meta-Learning

Presenter
  • Chelsea Finn
April 16, 2020
IAS
Do Simpler Models Exist and How Can We Find Them? Thumbnail

Do Simpler Models Exist and How Can We Find Them?

Presenter
  • Cynthia Rudin
April 16, 2020
IAS
Interpretability for everyone Thumbnail

Interpretability for everyone

Presenter
  • Been Kim
April 15, 2020
IAS
Towards Robust Artificial Intelligence Thumbnail

Towards Robust Artificial Intelligence

Presenter
  • Pushmeet Kohli
April 15, 2020
IAS
Solution Concepts for Optimal Feedback Control of Nonlinear Partial Differential Equations Thumbnail

Solution Concepts for Optimal Feedback Control of Nonlinear Partial Differential Equations

Presenter
  • Karl Kunisch
April 1, 2020
IPAM