Videos

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Deep Kernel Aalen-Johansen Estimator: An Interpretable and Flexible Neural Net Framework for Competing Risks Thumbnail

Deep Kernel Aalen-Johansen Estimator: An Interpretable and Flexible Neural Net Framework for Competing Risks

Presenter
  • George Chen
February 2, 2026
IMSI
Towards a Geometric Theory of Deep Learning Thumbnail

Towards a Geometric Theory of Deep Learning

Presenter
  • Govind Menon
October 7, 2025
IAS
Wenjing Liao - Exploiting Low-Dimensional Data Structures and Understanding Neural Scaling Laws of Transformers Thumbnail

Wenjing Liao - Exploiting Low-Dimensional Data Structures and Understanding Neural Scaling Laws of Transformers

Presenter
  • Wenjing Liao
July 14, 2025
IPAM
On Over-Parametrized Models and Sobolev Training Thumbnail

On Over-Parametrized Models and Sobolev Training

Presenter
  • Matthew Li
June 12, 2025
IMSI

AI-Powered Gravitational-Wave Detection: Bridging Traditional Pipelines and Neural Networks

Presenter
  • Surabhi Sachdev
June 2, 2025
ICERM
Solving Roughly Forced Nonlinear PDEs via Misspecified Kernel Methods and Neural Networks Thumbnail

Solving Roughly Forced Nonlinear PDEs via Misspecified Kernel Methods and Neural Networks

Presenter
  • Matthieu Darcy
April 3, 2025
IMSI
Paul Riechers - geometric representation of far future in deep neural networks trained on next-token Thumbnail

Paul Riechers - geometric representation of far future in deep neural networks trained on next-token

Presenter
  • Paul Riechers
October 16, 2024
IPAM
Blake Bordelon - Infinite limits and scaling laws of neural networks - IPAM at UCLA Thumbnail

Blake Bordelon - Infinite limits and scaling laws of neural networks - IPAM at UCLA

Presenter
  • Blake Bordelon
October 16, 2024
IPAM
Cengiz Pehlevan - 2 stories in mechanistic interpretation of natural & artificial neural computation Thumbnail

Cengiz Pehlevan - 2 stories in mechanistic interpretation of natural & artificial neural computation

Presenter
  • Cengiz Pehlevan
October 15, 2024
IPAM

Algorithmic Thresholds for Ising Perceptron

Presenter
  • Shuangping Li
May 22, 2024
ICERM
Rethinking materials simulations: Blending direct numerical simulations with neural operators Thumbnail

Rethinking materials simulations: Blending direct numerical simulations with neural operators

Presenter
  • Vivek Oommen
May 14, 2024
IMSI
Sara Solla - The effect of network connectivity on population neural dynamics - IPAM at UCLA Thumbnail

Sara Solla - The effect of network connectivity on population neural dynamics - IPAM at UCLA

Presenter
  • Sara Solla
February 16, 2024
IPAM