Videos

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Some Recent Insights on Transfer-Learning Thumbnail

Some Recent Insights on Transfer-Learning

Presenter
  • Samory Kpotufe
April 16, 2021
IMSI
Information-directed Exploration in Bandits and Reinforcement Learning Thumbnail

Information-directed Exploration in Bandits and Reinforcement Learning

Presenter
  • Andreas Krause
April 16, 2021
IMSI
The Mysteries of Adversarial Robustness for Non-parametric Methods and Neural Networks Thumbnail

The Mysteries of Adversarial Robustness for Non-parametric Methods and Neural Networks

Presenter
  • Kamalika Chaudhuri
April 16, 2021
IMSI
Learning in Graph Neural Networks Thumbnail

Learning in Graph Neural Networks

Presenter
  • Stefanie Jegelka
April 15, 2021
IMSI
Sampling Beyond Log-concavity Thumbnail

Sampling Beyond Log-concavity

Presenter
  • Andrej Risteski
April 15, 2021
IMSI
Statistical Query Algorithms and Low-Degree Tests Are Almost Equivalent Thumbnail

Statistical Query Algorithms and Low-Degree Tests Are Almost Equivalent

Presenter
  • Tselil Schramm
April 15, 2021
IMSI
Computational Complexity of Learning ReLUs Thumbnail

Computational Complexity of Learning ReLUs

Presenter
  • Surbhi Goel
April 15, 2021
IMSI
Learning from data under information constraints: Fundamental limits and applications Thumbnail

Learning from data under information constraints: Fundamental limits and applications

Presenter
  • Jayadev Acharya
April 14, 2021
IMSI
On Min-Max Optimization and Halpern Iteration Thumbnail

On Min-Max Optimization and Halpern Iteration

Presenter
  • Jelena Diakonikolas
April 14, 2021
IMSI
Chasing the Long Tail: What Neural Networks Memorize and Why Thumbnail

Chasing the Long Tail: What Neural Networks Memorize and Why

Presenter
  • Vitaly Feldman
April 14, 2021
IMSI
Sparse Random Features for Function Approximation Thumbnail

Sparse Random Features for Function Approximation

Presenter
  • Rachel Ward
April 13, 2021
IMSI
New Problems and Perspectives on Sampling, Memory, and Learning Thumbnail

New Problems and Perspectives on Sampling, Memory, and Learning

Presenter
  • Gregory Valiant
April 13, 2021
IMSI