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How to allow deep learning on your data without revealing your data
Presenter
- Sanjeev Arora
February 25, 2021
IPAM
Fair and Interpretable Decision Rules for Binary Classification
Presenter
- Oktay Gunluk
February 22, 2021
IPAM
Blending physics and machine learning to improve climate projections
Presenter
- Laure Zanna
October 9, 2020
IMSI
Efficient Robot Skill Learning via Grounded Simulation Learning, Imitation Learning from Observation, and Off-Policy Reinforcement Learning
Presenter
- Peter Stone
July 30, 2020
IAS
Computational Imaging: Reconciling Models and Learning
Presenter
- Ulugbek Kamilov
January 28, 2020
IPAM
Learning arithmetic circuits in the average case via lower bounds
Presenter
- Ankit Garg
October 21, 2019
IAS
Machine learning-enabled enhanced sampling in biomolecular simulation and data-driven design of self-assembling photonic crystals and optoelectonic π-conjugated oligopeptides
Presenter
- Andrew Ferguson
September 9, 2019
IPAM
Nonsmooth Optimization on Riemannian Manifolds and Manifold-Valued Data Processing
Presenter
- Ronny Bergmann
April 4, 2019
IPAM
Improved List-Decoding and Local List-Decoding Algorithms for Polynomial Codes
Presenter
- Swastik Kopparty
March 5, 2019
IAS
Communication-Avoiding Sparse Matrix Algorithms for Large Graph and Machine Learning Problems
Presenter
- Aydin Buluç
November 28, 2018
IPAM
Architectural Implications of Communication-Avoiding Algorithms
Presenter
- James Demmel
November 27, 2018
IPAM