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Poster
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Tue 14:00 |
Comparing the Value of Labeled and Unlabeled Data in Method-of-Moments Latent Variable Estimation Mayee Chen · Benjamin Cohen-Wang · Stephen Mussmann · Frederic Sala · Christopher Re |
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Poster
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Tue 14:00 |
Learning GPLVM with arbitrary kernels using the unscented transformation Daniel Augusto Ramos Macedo Antunes de Souza · Diego Mesquita · João Paulo Gomes · César Lincoln Mattos |
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Poster
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Tue 14:00 |
The Base Measure Problem and its Solution Alexey Radul · Boris Alexeev |
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Poster
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Tue 14:00 |
Accelerating Metropolis-Hastings with Lightweight Inference Compilation Feynman Liang · Nimar Arora · Nazanin Tehrani · Yucen Li · Michael Tingley · Erik Meijer |
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Poster
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Tue 14:00 |
On Learning Continuous Pairwise Markov Random Fields Abhin Shah · Devavrat Shah · Gregory Wornell |
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Poster
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Tue 14:00 |
Bayesian Coresets: Revisiting the Nonconvex Optimization Perspective Yibo Zhang · Rajiv Khanna · Anastasios Kyrillidis · Sanmi Koyejo |
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Poster
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Tue 14:00 |
Dynamic Cutset Networks Chiradeep Roy · Tahrima Rahman · Hailiang Dong · Nicholas Ruozzi · Vibhav Gogate |
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Poster
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Tue 14:00 |
Deep Spectral Ranking ILKAY YILDIZ · Jennifer Dy · Deniz Erdogmus · Susan Ostmo · J. Peter Campbell · Michael F. Chiang · Stratis Ioannidis |
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Poster
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Tue 18:30 |
Beyond Perturbation Stability: LP Recovery Guarantees for MAP Inference on Noisy Stable Instances Hunter Lang · Aravind Reddy Talla · David Sontag · Aravindan Vijayaraghavan |
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Poster
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Tue 18:30 |
Non-Volume Preserving Hamiltonian Monte Carlo and No-U-TurnSamplers Hadi Mohasel Afshar · Rafael Oliveira · Sally Cripps |
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Poster
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Tue 18:30 |
Homeomorphic-Invariance of EM: Non-Asymptotic Convergence in KL Divergence for Exponential Families via Mirror Descent Frederik Kunstner · Raunak Kumar · Mark Schmidt |
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Poster
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Tue 18:30 |
A Parameter-Free Algorithm for Misspecified Linear Contextual Bandits Kei Takemura · Shinji Ito · Daisuke Hatano · Hanna Sumita · Takuro Fukunaga · Naonori Kakimura · Ken-ichi Kawarabayashi |