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Supervised Learning and Canonical Decomposition of Multivariate Functions (Joint work with Nikos Kargas)
Presenter
- Nikos Sidiropoulos
May 5, 2021
IPAM
Neural network verification as piecewise linear optimization
Presenter
- Joseph Huchette
February 23, 2021
IPAM
Low-rank matrix recovery from quantized or count observations
Presenter
- Mark Davenport
September 11, 2020
IAS
Convex Set Disjointness, Distributed Learning of Halfspaces, and Linear Programming
Presenter
- Shay Moran
May 12, 2020
IAS
Your Brain on Energy-Based Models: Applying and Scaling EBMs to Problems of Interest to the Machine Learning Community Today
Presenter
- Will Grathwohl
March 10, 2020
IAS
Gradient descent, Stochastic gradient descent, and acceleration
Presenter
- Adam Oberman
March 10, 2020
IPAM
Coordinates, governing equations and limits of model discovery
Presenter
- J. Nathan Kutz
October 16, 2019
IPAM
