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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
Michael Murray - Overfitting: benign, tempered and harmful - IPAM at UCLA
Presenter
- Michael Murray
September 24, 2024
IPAM
Physics-Informed Machine Learning of the thermodynamics and kinetics of point defects in alloys
Presenter
- Anjana Talapatra
May 16, 2024
IMSI
A Neural Network Approach to Learning Steady States and Their Stability of Parametric Dynamical Systems
Presenter
- Xiaochuan Tian
May 15, 2024
IMSI
FedCBO: Reaching Group Consensus in Clustered Federated Learning and Robustness to Backdoor Adversarial Attacks.
Presenter
- Nicolas Garcia Trillos
May 10, 2024
ICERM
Autoencoders for dimensionality reduction in molecular dynamics: Collective variable dimension, biasing, and transition states
Presenter
- Paraskevi Gkeka
April 24, 2024
IMSI
Jelani Nelson - New local differentially private protocols for frequency and mean estimation
Presenter
- Jelani Nelson
February 26, 2024
IPAM