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