Poster
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Thu 14:00
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Few-Shot Non-Parametric Learning with Deep Latent Variable Model
Zhiying Jiang · Yiqin Dai · Ji Xin · Ming Li · Jimmy Lin
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Poster
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A Non-asymptotic Analysis of Non-parametric Temporal-Difference Learning
Eloïse Berthier · Ziad Kobeissi · Francis Bach
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Poster
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Tue 14:00
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Learning Mixed Multinomial Logits with Provable Guarantees
Yiqun Hu · David Simchi-Levi · Zhenzhen Yan
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Poster
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Wed 9:00
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Efficient Non-Parametric Optimizer Search for Diverse Tasks
Ruochen Wang · Yuanhao Xiong · Minhao Cheng · Cho-Jui Hsieh
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Poster
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Tue 9:00
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Revisiting Non-Parametric Matching Cost Volumes for Robust and Generalizable Stereo Matching
Kelvin Cheng · Tianfu Wu · Christopher Healey
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Poster
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Tue 14:00
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Off-Policy Evaluation for Episodic Partially Observable Markov Decision Processes under Non-Parametric Models
Rui Miao · Zhengling Qi · Xiaoke Zhang
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Poster
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Wed 9:00
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Constrained Langevin Algorithms with L-mixing External Random Variables
Yuping Zheng · Andrew Lamperski
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Poster
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Thu 9:00
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Rethinking Nonlinear Instrumental Variable Models through Prediction Validity
Chunxiao Li · Cynthia Rudin · Tyler H. McCormick
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