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Oral
Thu Dec 10 06:00 AM -- 06:15 AM (PST) @ Orals & Spotlights: Probabilistic Models/Statistics
Training Normalizing Flows with the Information Bottleneck for Competitive Generative Classification
Lynton Ardizzone · Radek Mackowiak · Carsten Rother · Ullrich Köthe
Oral
Thu Dec 10 06:15 AM -- 06:30 AM (PST) @ Orals & Spotlights: Probabilistic Models/Statistics
Fast and Flexible Temporal Point Processes with Triangular Maps
Oleksandr Shchur · Nicholas Gao · Marin Biloš · Stephan Günnemann
Oral
Thu Dec 10 06:30 AM -- 06:45 AM (PST) @ Orals & Spotlights: Probabilistic Models/Statistics
Greedy inference with structure-exploiting lazy maps
Michael Brennan · Daniele Bigoni · Olivier Zahm · Alessio Spantini · Youssef Marzouk
Break
Thu Dec 10 06:45 AM -- 07:00 AM (PST)
Break
Spotlight
Thu Dec 10 07:00 AM -- 07:10 AM (PST) @ Orals & Spotlights: Probabilistic Models/Statistics
Sampling from a k-DPP without looking at all items
Daniele Calandriello · Michal Derezinski · Michal Valko
Spotlight
Thu Dec 10 07:10 AM -- 07:20 AM (PST) @ Orals & Spotlights: Probabilistic Models/Statistics
Non-parametric Models for Non-negative Functions
Ulysse Marteau-Ferey · Francis Bach · Alessandro Rudi
Spotlight
Thu Dec 10 07:20 AM -- 07:30 AM (PST) @ Orals & Spotlights: Probabilistic Models/Statistics
Distribution-free binary classification: prediction sets, confidence intervals and calibration
Chirag Gupta · Aleksandr Podkopaev · Aaditya Ramdas
Spotlight
Thu Dec 10 07:30 AM -- 07:40 AM (PST) @ Orals & Spotlights: Probabilistic Models/Statistics
Factor Graph Grammars
David Chiang · Darcey Riley
Q&A
Thu Dec 10 07:40 AM -- 07:50 AM (PST)
Joint Q&A for Preceeding Spotlights
Spotlight
Thu Dec 10 07:50 AM -- 08:00 AM (PST) @ Orals & Spotlights: Probabilistic Models/Statistics
Asymptotically Optimal Exact Minibatch Metropolis-Hastings
Ruqi Zhang · A. Feder Cooper · Christopher De Sa
Spotlight
Thu Dec 10 08:00 AM -- 08:10 AM (PST) @ Orals & Spotlights: Probabilistic Models/Statistics
Bayes Consistency vs. H-Consistency: The Interplay between Surrogate Loss Functions and the Scoring Function Class
Mingyuan Zhang · Shivani Agarwal
Spotlight
Thu Dec 10 08:10 AM -- 08:20 AM (PST) @ Orals & Spotlights: Probabilistic Models/Statistics
Confidence sequences for sampling without replacement
Ian Waudby-Smith · Aaditya Ramdas
Spotlight
Thu Dec 10 08:20 AM -- 08:30 AM (PST) @ Orals & Spotlights: Probabilistic Models/Statistics
Statistical and Topological Properties of Sliced Probability Divergences
Kimia Nadjahi · Alain Durmus · Lénaïc Chizat · Soheil Kolouri · Shahin Shahrampour · Umut Simsekli
Spotlight
Thu Dec 10 08:30 AM -- 08:40 AM (PST) @ Orals & Spotlights: Probabilistic Models/Statistics
Testing Determinantal Point Processes
Khashayar Gatmiry · Maryam Aliakbarpour · Stefanie Jegelka
Q&A
Thu Dec 10 08:40 AM -- 08:50 AM (PST)
Joint Q&A for Preceeding Spotlights
Break
Thu Dec 10 08:50 AM -- 09:00 AM (PST)
Break