Poster
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Wed 15:00
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Counterfactual-Augmented Importance Sampling for Semi-Offline Policy Evaluation
Shengpu Tang · Jenna Wiens
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Workshop
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Double Policy Estimation for Importance Sampling in Sequence Modeling-Based Reinforcement Learning
Hanhan Zhou · Tian Lan · Vaneet Aggarwal
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Workshop
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Double Policy Estimation for Importance Sampling in Sequence Modeling-Based Reinforcement Learning
Hanhan Zhou · Tian Lan · Vaneet Aggarwal
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Workshop
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nbi: the Astronomer's Package for Neural Posterior Estimation
Keming Zhang · Joshua Bloom · Nina Hernitschek
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Workshop
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Fri 8:50
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Accelerated Sampling of Rare Events using a Neural Network Bias Potential
Xinru Hua · Rasool Ahmad · Jose Blanchet · Wei Cai
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Poster
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Thu 15:00
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Stein -Importance Sampling
Congye Wang · Ye Chen · Heishiro Kanagawa · Chris Oates
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Workshop
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NPC-NIS: Navigating Semiconductor Process Corners with Neural Importance Sampling
Hong Chul Nam · Chanwoo Park
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Workshop
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SwiftLearn: A Data-Efficient Training Method of Deep Learning Models using Importance Sampling
Habib Hajimolahoseini · Omar Mohamed Awad · Walid Ahmed · Austin Wen · Saina Asani · Mohammad Hassanpour · Farnoosh Javadi · Mehdi Ahmadi · Foozhan Ataiefard · Kangling Liu · Yang Liu
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Poster
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Tue 8:45
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Provable benefits of annealing for estimating normalizing constants: Importance Sampling, Noise-Contrastive Estimation, and beyond
Omar Chehab · Aapo Hyvarinen · Andrej Risteski
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