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Oral
Wed Jul 11 05:30 AM -- 05:50 AM (PDT) @ A6
Information Theoretic Guarantees for Empirical Risk Minimization with Applications to Model Selection and Large-Scale Optimization
In Statistical Learning Theory 3
Ibrahim Alabdulmohsin
[ PDF] 
Oral
Wed Jul 11 05:50 AM -- 06:00 AM (PDT) @ A6
The Generalization Error of Dictionary Learning with Moreau Envelopes
In Statistical Learning Theory 3
ALEXANDROS GEORGOGIANNIS
[ PDF]  [ Video] 
Oral
Wed Jul 11 06:00 AM -- 06:10 AM (PDT) @ A6
On Learning Sparsely Used Dictionaries from Incomplete Samples
In Statistical Learning Theory 3
Thanh Nguyen · Akshay Soni · Chinmay Hegde
[ PDF]  [ Video] 
Oral
Wed Jul 11 06:10 AM -- 06:20 AM (PDT) @ A6
The Well-Tempered Lasso
In Statistical Learning Theory 3
Yuanzhi Li · Yoram Singer
[ PDF]  [ Video] 
Oral
Wed Jul 11 06:20 AM -- 06:30 AM (PDT) @ A6
Differentially Private Identity and Equivalence Testing of Discrete Distributions
In Statistical Learning Theory 3
Maryam Aliakbarpour · Ilias Diakonikolas · MIT Ronitt Rubinfeld
[ PDF]  [ Video]