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12 Results
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Poster
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Thu 14:00 |
Beyond the Return: Off-policy Function Estimation under User-specified Error-measuring Distributions Audrey Huang · Nan Jiang |
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Workshop
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Scaling Marginalized Importance Sampling to High-Dimensional State-Spaces via State Abstraction Brahma Pavse · Josiah Hanna |
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Poster
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Thu 9:00 |
Score-Based Diffusion meets Annealed Importance Sampling Arnaud Doucet · Will Grathwohl · Alexander Matthews · Heiko Strathmann |
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Workshop
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IMPON: Efficient IMPortance sampling with ONline regression for rapid neural network training Vignesh Ganapathiraman · Francisco Calderon · Anila Joshi |
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Workshop
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Flow Annealed Importance Sampling Bootstrap Laurence Midgley · Vincent Stimper · Gregor Simm · Bernhard Schölkopf · José Miguel Hernández-Lobato |
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Poster
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Learning Optimal Flows for Non-Equilibrium Importance Sampling Yu Cao · Eric Vanden-Eijnden |
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Poster
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Tue 14:00 |
Cache-Augmented Inbatch Importance Resampling for Training Recommender Retriever Jin Chen · Defu Lian · Yucheng Li · Baoyun Wang · Kai Zheng · Enhong Chen |
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Poster
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Wed 14:00 |
A Quadrature Rule combining Control Variates and Adaptive Importance Sampling Rémi Leluc · François Portier · Johan Segers · Aigerim Zhuman |
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Poster
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Tue 14:00 |
BR-SNIS: Bias Reduced Self-Normalized Importance Sampling Gabriel Cardoso · Sergey Samsonov · Achille Thin · Eric Moulines · Jimmy Olsson |
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Workshop
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Fri 9:00 |
ESCHER: ESCHEWING IMPORTANCE SAMPLING IN GAMES BY COMPUTING A HISTORY VALUE FUNCTION TO ESTIMATE REGRET Stephen McAleer · Gabriele Farina · Marc Lanctot · Tuomas Sandholm |
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Poster
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Wed 9:00 |
Off-Policy Evaluation with Deficient Support Using Side Information Nicolò Felicioni · Maurizio Ferrari Dacrema · Marcello Restelli · Paolo Cremonesi |
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Poster
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Wed 14:00 |
Local Metric Learning for Off-Policy Evaluation in Contextual Bandits with Continuous Actions Haanvid Lee · Jongmin Lee · Yunseon Choi · Wonseok Jeon · Byung-Jun Lee · Yung-Kyun Noh · Kee-Eung Kim |