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Spotlight
Wed Dec 06:45 AM -- 06:50 AM PST @ Room 517 CD
Revisiting $(\epsilon, \gamma, \tau)$-similarity learning for domain adaptation
In Wed Track 3 -- Session 1
Sofiane Dhouib · Ievgen Redko
Spotlight
Wed Dec 06:50 AM -- 06:55 AM PST @ Room 517 CD
Leveraged volume sampling for linear regression
In Wed Track 3 -- Session 1
Michal Derezinski · Manfred K. Warmuth · Daniel Hsu
Spotlight
Wed Dec 06:55 AM -- 07:00 AM PST @ Room 517 CD
Synthesize Policies for Transfer and Adaptation across Tasks and Environments
In Wed Track 3 -- Session 1
Hexiang Hu · Liyu Chen · Boqing Gong · Fei Sha
Spotlight
Wed Dec 07:00 AM -- 07:05 AM PST @ Room 517 CD
Sublinear Time Low-Rank Approximation of Distance Matrices
In Wed Track 3 -- Session 1
Ainesh Bakshi · David Woodruff
Oral
Wed Dec 07:05 AM -- 07:20 AM PST @ Room 517 CD
Nearly tight sample complexity bounds for learning mixtures of Gaussians via sample compression schemes
In Wed Track 3 -- Session 1
Hassan Ashtiani · Shai Ben-David · Nicholas Harvey · Christopher Liaw · Abbas Mehrabian · Yaniv Plan
Spotlight
Wed Dec 07:20 AM -- 07:25 AM PST @ Room 517 CD
Minimax Statistical Learning with Wasserstein distances
In Wed Track 3 -- Session 1
Jaeho Lee · Maxim Raginsky
Spotlight
Wed Dec 07:25 AM -- 07:30 AM PST @ Room 517 CD
Generalization Bounds for Uniformly Stable Algorithms
In Wed Track 3 -- Session 1
Vitaly Feldman · Jan Vondrak
Spotlight
Wed Dec 07:30 AM -- 07:35 AM PST @ Room 517 CD
A loss framework for calibrated anomaly detection
In Wed Track 3 -- Session 1
Aditya Menon · Robert Williamson
Spotlight
Wed Dec 07:35 AM -- 07:40 AM PST @ Room 517 CD
Sharp Bounds for Generalized Uniformity Testing
In Wed Track 3 -- Session 1
Ilias Diakonikolas · Daniel M. Kane · Alistair Stewart
Spotlight
Wed Dec 07:40 AM -- 07:45 AM PST @ Room 517 CD
Convex Elicitation of Continuous Properties
In Wed Track 3 -- Session 1
Jessica Finocchiaro · Rafael Frongillo