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Oral
Wed Jun 12 02:00 PM -- 02:20 PM (PDT) @ Room 103
Monge blunts Bayes: Hardness Results for Adversarial Training
Zac Cranko · Aditya Menon · Richard Nock · Cheng Soon Ong · Zhan Shi · Christian Walder
Oral
Wed Jun 12 02:20 PM -- 02:25 PM (PDT) @ Room 103
Better generalization with less data using robust gradient descent
Matthew Holland · Kazushi Ikeda
Oral
Wed Jun 12 02:25 PM -- 02:30 PM (PDT) @ Room 103
Near optimal finite time identification of arbitrary linear dynamical systems
Tuhin Sarkar · Alexander Rakhlin
Oral
Wed Jun 12 02:30 PM -- 02:35 PM (PDT) @ Room 103
Lossless or Quantized Boosting with Integer Arithmetic
Richard Nock · Robert C Williamson
Oral
Wed Jun 12 02:35 PM -- 02:40 PM (PDT) @ Room 103
Orthogonal Random Forest for Causal Inference
Miruna Oprescu · Vasilis Syrgkanis · Steven Wu
Oral
Wed Jun 12 02:40 PM -- 03:00 PM (PDT) @ Room 103
MONK -- Outlier-Robust Mean Embedding Estimation by Median-of-Means
Matthieu Lerasle · Zoltan Szabo · Timothée Mathieu · Guillaume Lecue
Oral
Wed Jun 12 03:00 PM -- 03:05 PM (PDT) @ Room 103
The advantages of multiple classes for reducing overfitting from test set reuse
Vitaly Feldman · Roy Frostig · Moritz Hardt
Oral
Wed Jun 12 03:05 PM -- 03:10 PM (PDT) @ Room 103
On the statistical rate of nonlinear recovery in generative models with heavy-tailed data
Xiaohan Wei · Zhuoran Yang · Zhaoran Wang
Oral
Wed Jun 12 03:10 PM -- 03:15 PM (PDT) @ Room 103
Phase transition in PCA with missing data: Reduced signal-to-noise ratio, not sample size!
Niels Ipsen · Lars Kai Hansen
Oral
Wed Jun 12 03:15 PM -- 03:20 PM (PDT) @ Room 103
On Medians of (Randomized) Pairwise Means
Stephan Clemencon · Pierre Laforgue · Patrice Bertail