Videos

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Neural architecture search for scientific machine learning

Presenter
  • Romit Maulik
June 5, 2023
ICERM
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
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
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
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

Reliable predictions? Counterfactual predictions? Equitable treatment? Some recent progress in predictive inference

Presenter
  • Emmanuel Candes
April 11, 2021
ICERM
Metric and manifold repair for missing data Thumbnail

Metric and manifold repair for missing data

Presenter
  • Anna Gilbert
September 11, 2020
IAS
Machine learning-based design (of proteins, small molecules and beyond) Thumbnail

Machine learning-based design (of proteins, small molecules and beyond)

Presenter
  • Jennifer Listgarten
July 7, 2020
IAS
Machine learning based multi-scale modeling Thumbnail

Machine learning based multi-scale modeling

Presenter
  • Weinan E
October 15, 2019
IPAM
Deep Learning: Triangle Machine Learning Day - What You Didn’t Learn About Machine Learning in School, Wayne Thompson Thumbnail

Deep Learning: Triangle Machine Learning Day - What You Didn’t Learn About Machine Learning in School, Wayne Thompson

September 20, 2019
SAMSI
Deep Learning: Triangle Machine Learning Day - Data-driven Decision Making in Healthcare Operations, Nilay Tanik Argon Thumbnail

Deep Learning: Triangle Machine Learning Day - Data-driven Decision Making in Healthcare Operations, Nilay Tanik Argon

September 20, 2019
SAMSI
Deep Learning: Triangle Machine Learning Day - Biomedical Image Understanding and EHRs at LifeOmic: Harnessing the Power of the Cloud, Matthew Phillips Thumbnail

Deep Learning: Triangle Machine Learning Day - Biomedical Image Understanding and EHRs at LifeOmic: Harnessing the Power of the Cloud, Matthew Phillips

September 20, 2019
SAMSI