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Oral
Wed Jul 11th 02:30 -- 02:50 PM @ A6
Information Theoretic Guarantees for Empirical Risk Minimization with Applications to Model Selection and Large-Scale Optimization
Ibrahim Alabdulmohsin
Oral
Wed Jul 11th 02:50 -- 03:00 PM @ A6
The Generalization Error of Dictionary Learning with Moreau Envelopes
ALEXANDROS GEORGOGIANNIS
Oral
Wed Jul 11th 03:00 -- 03:10 PM @ A6
On Learning Sparsely Used Dictionaries from Incomplete Samples
Thanh Nguyen · Akshay Soni · Chinmay Hegde
Oral
Wed Jul 11th 03:10 -- 03:20 PM @ A6
The Well-Tempered Lasso
Yuanzhi Li · Yoram Singer
Oral
Wed Jul 11th 03:20 -- 03:30 PM @ A6
Differentially Private Identity and Equivalence Testing of Discrete Distributions
Maryam Aliakbarpour · Ilias Diakonikolas · MIT Ronitt Rubinfeld