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Machine-Learned Finite Element Exterior Calculus for Linear and Nonlinear Problems
Presenter
- Jonas Actor
June 6, 2023
ICERM
Oliver Eberle - Explainable structured machine learning in similarity, graph and transformer models
Presenter
- Oliver Eberle
January 12, 2023
IPAM
Osbert Bastani - Interpretable Machine Learning via Program Synthesis - IPAM at UCLA
Presenter
- Osbert Bastani
January 10, 2023
IPAM
Mean field approximations via log-concavity, and a non-asymptotic perspective on mean field control
Presenter
- Daniel Lacker
May 26, 2022
IMSI
Hardware Architectures for Homomorphic Encryption: A Customer’s Perspective
Presenter
- Wei Dai
February 8, 2022
IMSI
Structured Autoencoders for Operator-theoretic decomposition and Model reduction of Spatio-temporal dynamics
Presenter
- Karthik Duraisamy
March 25, 2020
ICERM
Incremental Methods for Additive Convex Cost Optimization
Presenter
- Asuman Ozdaglar
March 8, 2016
IMA
Feature Generation for Drug Discovery Learning- Using Persistent Homology to Create Moduli Spaces of Chemical Compounds
Presenter
- Anthony Bak
July 28, 2015
ICERM
Perspectives and Practice for Scientific Machine Learning in Process Systems: Dynamic Surrogacy and Causal Discovery
Presenter
- Jordan Jalving
March 24, 2024
ICERM
Efficient Invariant Embeddings for multisets, point sets, and graphs
Presenter
- Nadav Dym
December 13, 2023
IMSI