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Unraveling the mysteries of stochastic gradient descent on deep neural networks
Presenter
- Pratik Chaudhari
February 8, 2018
IPAM
Some advances in development and validation of virtual surgery systems
Presenter
- Suvranu De
March 9, 2011
IMA
Efficient Low-Dimensional Compression for Deep Overparameterized Learning and Fine-Tuning
Presenter
- Laura Balzano
October 8, 2025
IMSI
Deep Gaussian processes for estimation of failure probabilities in complex systems
Presenter
- Annie Booth
May 20, 2025
IMSI
A Neural Network Approach to Learning Steady States and Their Stability of Parametric Dynamical Systems
Presenter
- Xiaochuan Tian
January 9, 2025
ICERM
Montasir Abbas - On the Road to Collective Intelligence with the Green Light SONATA - IPAM at UCLA
Presenter
- Montasir Abbas
November 20, 2024
IPAM
Elvis Dohmatob - The Mathematics of Scaling Laws and Model Collapse in AI - IPAM at UCLA
Presenter
- Elvis Dohmatob
October 14, 2024
IPAM