Yilong Qin | DeepAI

DeepAI

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Wei Wang
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Katia Sycara
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Andrej Risteski
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Soheil Kolouri
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Yuzhe Lu
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Simon Stepputtis
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Runtian Zhai
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Zeyu Li
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Zhenlin Wang
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research

∙ 06/15/2023

Fit Like You Sample: Sample-Efficient Generalized Score Matching from Fast Mixing Markov Chains

Score matching is an approach to learning probability distributions para...

0 Yilong Qin, et al. ∙

research

∙ 05/25/2023

Characterizing Out-of-Distribution Error via Optimal Transport

Out-of-distribution (OOD) data poses serious challenges in deployed mach...

0 Yuzhe Lu, et al. ∙

research

∙ 09/07/2021

Powering Comparative Classification with Sentiment Analysis via Domain Adaptive Knowledge Transfer

We study Comparative Preference Classification (CPC) which aims at predi...

12 Zeyu Li, et al. ∙