Skip to yearly menu bar Skip to main content


(8 events)   Time zone: Conference local time zone  
Show all
The 2021 schedule is still incomplete
Toggle Poster Visibility
Oral
Wed Jul 21 03:00 PM -- 03:20 PM (CEST)
Agnostic Learning of Halfspaces with Gradient Descent via Soft Margins
In Learning Theory 4
Spencer Frei · Yuan Cao · Quanquan Gu
[ Paper ]
Spotlight
Wed Jul 21 03:20 PM -- 03:25 PM (CEST)
Two-way kernel matrix puncturing: towards resource-efficient PCA and spectral clustering
In Learning Theory 4
Romain COUILLET · Florent Chatelain · Nicolas Le Bihan
[ Paper ]
Spotlight
Wed Jul 21 03:25 PM -- 03:30 PM (CEST)
A Lower Bound for the Sample Complexity of Inverse Reinforcement Learning
In Learning Theory 4
Abi Komanduru · Jean Honorio
[ Paper ]
Spotlight
Wed Jul 21 03:30 PM -- 03:35 PM (CEST)
Estimation and Quantization of Expected Persistence Diagrams
In Learning Theory 4
Vincent Divol · Theo Lacombe
[ Paper ]
Spotlight
Wed Jul 21 03:35 PM -- 03:40 PM (CEST)
Post-selection inference with HSIC-Lasso
In Learning Theory 4
Tobias Freidling · Benjamin Poignard · Héctor Climente-González · Makoto Yamada
[ Paper ]
Spotlight
Wed Jul 21 03:40 PM -- 03:45 PM (CEST)
Provable Robustness of Adversarial Training for Learning Halfspaces with Noise
In Learning Theory 4
Difan Zou · Spencer Frei · Quanquan Gu
[ Paper ]
Spotlight
Wed Jul 21 03:45 PM -- 03:50 PM (CEST)
Distribution-Free Calibration Guarantees for Histogram Binning without Sample Splitting
In Learning Theory 4
Chirag Gupta · Aaditya Ramdas
[ Paper ]
Q&A
Wed Jul 21 03:50 PM -- 03:55 PM (CEST)
Q&A
In Learning Theory 4