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The 2021 schedule is still incomplete
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Oral
Thu Jul 22 05:00 PM -- 05:20 PM (PDT)
Probabilistic Generating Circuits
In Probabilistic Methods 4
Honghua Zhang · Brendan Juba · Guy Van den Broeck
[ Paper ]
Spotlight
Thu Jul 22 05:20 PM -- 05:25 PM (PDT)
Model Fusion for Personalized Learning
In Probabilistic Methods 4
Thanh Lam · Nghia Hoang · Bryan Kian Hsiang Low · Patrick Jaillet
[ Paper ]
Spotlight
Thu Jul 22 05:25 PM -- 05:30 PM (PDT)
Pareto GAN: Extending the Representational Power of GANs to Heavy-Tailed Distributions
In Probabilistic Methods 4
Todd Huster · Jeremy Cohen · Zinan Lin · Kevin Chan · Charles Kamhoua · Nandi O. Leslie · Cho-Yu Chiang · Vyas Sekar
[ Paper ]
Spotlight
Thu Jul 22 05:30 PM -- 05:35 PM (PDT)
Run-Sort-ReRun: Escaping Batch Size Limitations in Sliced Wasserstein Generative Models
In Probabilistic Methods 4
José Lezama · Wei Chen · Qiang Qiu
[ Paper ]
Spotlight
Thu Jul 22 05:35 PM -- 05:40 PM (PDT)
Statistical Estimation from Dependent Data
In Probabilistic Methods 4
Vardis Kandiros · Yuval Dagan · Nishanth Dikkala · Surbhi Goel · Constantinos Daskalakis
[ Paper ]
Spotlight
Thu Jul 22 05:40 PM -- 05:45 PM (PDT)
Context-Aware Online Collective Inference for Templated Graphical Models
In Probabilistic Methods 4
Charles Dickens · Connor Pryor · Eriq Augustine · Alexander Miller · Lise Getoor
[ Paper ]
Spotlight
Thu Jul 22 05:45 PM -- 05:50 PM (PDT)
Causality-aware counterfactual confounding adjustment as an alternative to linear residualization in anticausal prediction tasks based on linear learners
In Probabilistic Methods 4
Elias Chaibub Neto
[ Paper ]
Q&A
Thu Jul 22 05:50 PM -- 05:55 PM (PDT)
Q&A
In Probabilistic Methods 4