Videos

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Mathematical foundations for human-level intelligence (Part 1): Cooperative communication as belief transport Thumbnail

Mathematical foundations for human-level intelligence (Part 1): Cooperative communication as belief transport

Presenter
  • Patrick Shafto
November 22, 2021
IAS
Introduction to Machine Learning for Gravitational Wave Astronomy (Part 2/2): Variational models and Dictionary learning Thumbnail

Introduction to Machine Learning for Gravitational Wave Astronomy (Part 2/2): Variational models and Dictionary learning

Presenter
  • Antonio Marquina
September 21, 2021
IPAM
Introduction to Machine Learning for Gravitational Wave Astronomy (Part 1/2): General concepts and terminology Thumbnail

Introduction to Machine Learning for Gravitational Wave Astronomy (Part 1/2): General concepts and terminology

Presenter
  • Antonio Marquina
September 15, 2021
IPAM

Integrating Artificial Intelligence / Machine Learning with 
Data Assimilation - towards the initialization of 
subseasonal-to-seasonal (S2S) prediction

Presenter
  • Steve Penny
August 23, 2021
ICERM
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