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18 Results
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Poster
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Thu 15:00 |
On Sample-Efficient Offline Reinforcement Learning: Data Diversity, Posterior Sampling and Beyond Thanh Nguyen-Tang · Raman Arora |
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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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Solving Noisy Inverse Problems via Posterior Sampling: A Policy Gradient View-Point Haoyue Tang · Tian Xie · Aosong Feng · Hanyu Wang · Chenyang Zhang · Yang Bai |
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Oral
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Thu 8:00 |
Sampling from Gaussian Process Posteriors using Stochastic Gradient Descent Jihao Andreas Lin · Javier Antorán · Shreyas Padhy · David Janz · José Miguel Hernández-Lobato · Alexander Terenin |
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Workshop
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Safe Posterior Sampling for Constrained MDPs with Bounded Constraint Violation Krishna C Kalagarla · Rahul Jain · Pierluigi Nuzzo |
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Poster
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Tue 15:15 |
Differentiable and Stable Long-Range Tracking of Multiple Posterior Modes Ali Younis · Erik Sudderth |
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Poster
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Thu 8:45 |
Sampling from Gaussian Process Posteriors using Stochastic Gradient Descent Jihao Andreas Lin · Javier Antorán · Shreyas Padhy · David Janz · José Miguel Hernández-Lobato · Alexander Terenin |
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Poster
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Wed 15:00 |
Posterior Sampling with Delayed Feedback for Reinforcement Learning with Linear Function Approximation Nikki Lijing Kuang · Ming Yin · Mengdi Wang · Yu-Xiang Wang · Yian Ma |
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Poster
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Wed 15:00 |
Posterior Sampling for Competitive RL: Function Approximation and Partial Observation Shuang Qiu · Ziyu Dai · Han Zhong · Zhaoran Wang · Zhuoran Yang · Tong Zhang |
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Workshop
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Mask-Agnostic Posterior Sampling MRI via Conditional GANs with Guided Reconstruction Matthew Bendel · Rizwan Ahmad · Philip Schniter |
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Poster
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Wed 15:00 |
Solving Linear Inverse Problems Provably via Posterior Sampling with Latent Diffusion Models Litu Rout · Negin Raoof · Giannis Daras · Constantine Caramanis · Alex Dimakis · Sanjay Shakkottai |
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Poster
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Thu 15:00 |
A Regularized Conditional GAN for Posterior Sampling in Image Recovery Problems Matthew Bendel · Rizwan Ahmad · Philip Schniter |