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Oral
Thu Dec 10 08:00 AM -- 08:15 AM (CST) @ Orals & Spotlights: Probabilistic Models/Statistics
Training Normalizing Flows with the Information Bottleneck for Competitive Generative Classification
In Orals & Spotlights Track 25: Probabilistic Models/Statistics
Lynton Ardizzone · Radek Mackowiak · Carsten Rother · Ullrich Köthe
[ Paper ]
Oral
Thu Dec 10 08:15 AM -- 08:30 AM (CST) @ Orals & Spotlights: Probabilistic Models/Statistics
Fast and Flexible Temporal Point Processes with Triangular Maps
In Orals & Spotlights Track 25: Probabilistic Models/Statistics
Oleksandr Shchur · Nicholas Gao · Marin Biloš · Stephan Günnemann
[ Paper ]
Oral
Thu Dec 10 08:30 AM -- 08:45 AM (CST) @ Orals & Spotlights: Probabilistic Models/Statistics
Greedy inference with structure-exploiting lazy maps
In Orals & Spotlights Track 25: Probabilistic Models/Statistics
Michael Brennan · Daniele Bigoni · Olivier Zahm · Alessio Spantini · Youssef Marzouk
[ Paper ]
Break
Thu Dec 10 08:45 AM -- 09:00 AM (CST)
Break
In Orals & Spotlights Track 25: Probabilistic Models/Statistics
Spotlight
Thu Dec 10 09:00 AM -- 09:10 AM (CST) @ Orals & Spotlights: Probabilistic Models/Statistics
Sampling from a k-DPP without looking at all items
In Orals & Spotlights Track 25: Probabilistic Models/Statistics
Daniele Calandriello · Michal Derezinski · Michal Valko
[ Paper ]
Spotlight
Thu Dec 10 09:10 AM -- 09:20 AM (CST) @ Orals & Spotlights: Probabilistic Models/Statistics
Non-parametric Models for Non-negative Functions
In Orals & Spotlights Track 25: Probabilistic Models/Statistics
Ulysse Marteau-Ferey · Francis Bach · Alessandro Rudi
[ Paper ]
Spotlight
Thu Dec 10 09:20 AM -- 09:30 AM (CST) @ Orals & Spotlights: Probabilistic Models/Statistics
Distribution-free binary classification: prediction sets, confidence intervals and calibration
In Orals & Spotlights Track 25: Probabilistic Models/Statistics
Chirag Gupta · Aleksandr Podkopaev · Aaditya Ramdas
[ Paper ]
Spotlight
Thu Dec 10 09:30 AM -- 09:40 AM (CST) @ Orals & Spotlights: Probabilistic Models/Statistics
Factor Graph Grammars
In Orals & Spotlights Track 25: Probabilistic Models/Statistics
David Chiang · Darcey Riley
[ Paper ]
Q&A
Thu Dec 10 09:40 AM -- 09:50 AM (CST)
Joint Q&A for Preceeding Spotlights
In Orals & Spotlights Track 25: Probabilistic Models/Statistics
Spotlight
Thu Dec 10 09:50 AM -- 10:00 AM (CST) @ Orals & Spotlights: Probabilistic Models/Statistics
Asymptotically Optimal Exact Minibatch Metropolis-Hastings
In Orals & Spotlights Track 25: Probabilistic Models/Statistics
Ruqi Zhang · A. Feder Cooper · Christopher De Sa
[ Paper ]
Spotlight
Thu Dec 10 10:00 AM -- 10:10 AM (CST) @ Orals & Spotlights: Probabilistic Models/Statistics
Bayes Consistency vs. H-Consistency: The Interplay between Surrogate Loss Functions and the Scoring Function Class
In Orals & Spotlights Track 25: Probabilistic Models/Statistics
Mingyuan Zhang · Shivani Agarwal
[ Paper ]
Spotlight
Thu Dec 10 10:10 AM -- 10:20 AM (CST) @ Orals & Spotlights: Probabilistic Models/Statistics
Confidence sequences for sampling without replacement
In Orals & Spotlights Track 25: Probabilistic Models/Statistics
Ian Waudby-Smith · Aaditya Ramdas
[ Paper ]
Spotlight
Thu Dec 10 10:20 AM -- 10:30 AM (CST) @ Orals & Spotlights: Probabilistic Models/Statistics
Statistical and Topological Properties of Sliced Probability Divergences
In Orals & Spotlights Track 25: Probabilistic Models/Statistics
Kimia Nadjahi · Alain Durmus · Lénaïc Chizat · Soheil Kolouri · Shahin Shahrampour · Umut Simsekli
[ Paper ]
Spotlight
Thu Dec 10 10:30 AM -- 10:40 AM (CST) @ Orals & Spotlights: Probabilistic Models/Statistics
Testing Determinantal Point Processes
In Orals & Spotlights Track 25: Probabilistic Models/Statistics
Khashayar Gatmiry · Maryam Aliakbarpour · Stefanie Jegelka
[ Paper ]
Q&A
Thu Dec 10 10:40 AM -- 10:50 AM (CST)
Joint Q&A for Preceeding Spotlights
In Orals & Spotlights Track 25: Probabilistic Models/Statistics
Break
Thu Dec 10 10:50 AM -- 11:00 AM (CST)
Break
In Orals & Spotlights Track 25: Probabilistic Models/Statistics