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A Kaczmarz-inspired approach to accelerate the optimization of neural network wavefunctions
Presenter
- Nilin Abrahamsen
March 27, 2024
IMSI
Discovering the geometry of neural representations via topological tools.
Presenter
- Vladimir Itskov
October 16, 2023
ICERM
Neural architecture search for scientific machine learning
Presenter
- Romit Maulik
June 5, 2023
ICERM
Understanding Neural Network Expressivity via Polyhedral Geometry
Presenter
- Christoph Hertrich
April 26, 2023
ICERM
Neural-network parameterization of subgrid momentum transport learned from a high-resolution simulation
Presenter
- Janni Yuval
November 3, 2022
IMSI
Neural network verification as piecewise linear optimization
Presenter
- Joseph Huchette
February 23, 2021
IPAM
Neural SDEs: Deep Generative Models in the Diffusion Limit
Presenter
- Maxim Raginsky
May 19, 2020
IAS
From stochastic gradient descent to Wasserstein gradient flows
Presenter
- Andrea Montanari
May 8, 2020
SLMath
Analysis of Gradient Descent on Wide Two-Layer ReLU Neural Networks
Presenter
- Lenaic Chizat
May 8, 2020
SLMath
Neural Circuit Modeling of Large-Scale Brain Dynamics for Computational Psychiatry
Presenter
- John Murray
February 21, 2020
IPAM