Videos

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Leveraging Multi-time Hamilton Jacobi PDEs for Certain Scientific Machine Learning Problems

Presenter
  • Paula Chen
June 9, 2023
ICERM
Integrating the spectral analysis of neural networks and nonlinear physics for explainability, generalizability, and stability Thumbnail

Integrating the spectral analysis of neural networks and nonlinear physics for explainability, generalizability, and stability

Presenter
  • Pedram Hassanzadeh
November 4, 2022
IMSI
Smashing Cities and Planets with Rare Event Sampling and AI Thumbnail

Smashing Cities and Planets with Rare Event Sampling and AI

Presenter
  • Dorian Abbot
November 1, 2022
IMSI
Artificial intelligence with uncertainty quantification can plug gaps in climate science and inform multi sector resilience Thumbnail

Artificial intelligence with uncertainty quantification can plug gaps in climate science and inform multi sector resilience

Presenter
  • Auroop Ganguly
October 31, 2022
IMSI
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
Statistical and Machine Learning Methods Applied to the Prediction of Tropical Rainfall Thumbnail

Statistical and Machine Learning Methods Applied to the Prediction of Tropical Rainfall

Presenter
  • Mikyoung Jun
March 5, 2021
IMSI
Learning from Censored and Dependent Data Thumbnail

Learning from Censored and Dependent Data

Presenter
  • Constantinos Daskalakis
March 9, 2020
IAS
Causality and machine learning for scientific discovery Thumbnail

Causality and machine learning for scientific discovery

Presenter
  • Jelena Bradic
October 31, 2019
IPAM
Geometric and Machine Learning Methods for the Approximation of High-dimensional Dynamical Systems Thumbnail

Geometric and Machine Learning Methods for the Approximation of High-dimensional Dynamical Systems

Presenter
  • Mauro Maggioni
October 26, 2016
IPAM

Mathematics and Machine Learning in Cybersecurity

Presenter
  • Brian Witten
October 22, 2014
ICERM
Fast and Slow Social Learning Thumbnail

Fast and Slow Social Learning

Presenter
  • Alex `Sandy' Pentland
January 7, 2014
IPAM
Imaging and Machine Learning Thumbnail

Imaging and Machine Learning

Presenter
  • Eric Miller
September 24, 2013
IMA