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Optimization, Sampling and Generative Modeling in Non-Euclidean Spaces
Presenter
- Molei Tao
May 15, 2024
IMSI
Algorithms, Approximation, and Learning in Market and Mechanism Design: "Statistical Contract Theory"
Presenter
- Michael Jordan
November 9, 2023
SLMath
Lily Hu - What is "Race" in Algorithmic Discrimination on the Basis of Race? - IPAM at UCLA
Presenter
- Lily Hu
July 20, 2022
IPAM
Multi-group fairness, loss minimization and indistinguishability
Presenter
- Parikshit Gopalan
April 12, 2022
IAS
Contrastive Learning, multi-view redundancy, and linear models
Presenter
- Daniel Hsu
April 12, 2021
IMSI
Lagrangian chaos, almost sure exponential mixing, and passive scalar turbulence
Presenter
- Jacob Bedrossian
January 25, 2021
SLMath
Contributions to deep learning using a mathematical approach: improved model uncertainty, certified robust models, and faster training of Neural ODEs
Presenter
- Adam Oberman
October 5, 2020
IPAM
Simulation-based inference, interpretability, and experimental design
Presenter
- Kyle Cranmer
October 17, 2019
IPAM
