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Poster
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Wed 9:00
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Batch Bayesian optimisation via density-ratio estimation with guarantees
Rafael Oliveira · Louis Tiao · Fabio Ramos
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Poster
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Wed 14:00
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Meta Reinforcement Learning with Finite Training Tasks - a Density Estimation Approach
Zohar Rimon · Aviv Tamar · Gilad Adler
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Poster
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Tue 14:00
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Robust Model Selection and Nearly-Proper Learning for GMMs
Allen Liu · Jerry Li · Ankur Moitra
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Workshop
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Proposal of a Score Based Approach to Sampling Using Monte Carlo Estimation of Score and Oracle Access to Target Density
Curtis McDonald · Andrew Barron
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Poster
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Tue 9:00
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Truncated proposals for scalable and hassle-free simulation-based inference
Michael Deistler · Pedro Goncalves · Jakob H Macke
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Poster
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Tue 14:00
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Posterior Matching for Arbitrary Conditioning
Ryan Strauss · Junier B Oliva
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Poster
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Wed 14:00
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Unsupervised Image-to-Image Translation with Density Changing Regularization
Shaoan Xie · Qirong Ho · Kun Zhang
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Poster
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Tue 14:00
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Estimating the Arc Length of the Optimal ROC Curve and Lower Bounding the Maximal AUC
Song Liu
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Poster
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Thu 14:00
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Riemannian Diffusion Models
Chin-Wei Huang · Milad Aghajohari · Joey Bose · Prakash Panangaden · Aaron Courville
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Poster
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Tue 14:00
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Learning and Covering Sums of Independent Random Variables with Unbounded Support
Alkis Kalavasis · Konstantinos Stavropoulos · Emmanouil Zampetakis
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Workshop
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CaloMan: Fast generation of calorimeter showers with density estimation on learned manifolds
Jesse Cresswell · Brendan Ross · Gabriel Loaiza-Ganem · Humberto Reyes-Gonzalez · Marco Letizia · Anthony Caterini
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Poster
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Tue 14:00
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Adaptive Multi-stage Density Ratio Estimation for Learning Latent Space Energy-based Model
Zhisheng Xiao · Tian Han
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