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Tensor-train decomposition and its applications in machine learning
Presenter
- Ivan Oseledets
April 21, 2021
IPAM
Contrastive Learning, multi-view redundancy, and linear models
Presenter
- Daniel Hsu
April 12, 2021
IMSI
Robust regression with covariate filtering: Heavy tails and adversarial contamination
Presenter
- Po-Ling Loh
April 12, 2021
IMSI
Machine learning with neural networks: the importance of data structure
Presenter
- Marc Mezard
November 21, 2019
IPAM
Using Cover-Trees and Friends for Machine Learning with the CDER algorithm
Presenter
- Abraham Smith
May 2, 2017
IMA
Machine Learning for Materials Discovery: Low-LTC Compounds, Grain Boundaries, Superlattices and RNAs
Presenter
- Koji Tsuda
September 30, 2016
IPAM
Incremental Methods for Additive Convex Cost Optimization
Presenter
- Asuman Ozdaglar
March 8, 2016
IMA
Architectural Nuances and Benchmark Gaps in Scientific ML: Two Vignettes
Presenter
- Andrej Risteski
June 11, 2025
IMSI
A Galois theorem for machine learning: Functions on symmetric matrices and point clouds via lightweight invariant features
Presenter
- Soledad Villar
June 9, 2025
IMSI