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Zhen Lin

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Conformal Drug Property Prediction with Density Estimation under Covariate Shift

Oct 18, 2023
Siddhartha Laghuvarapu, Zhen Lin, Jimeng Sun

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Generating with Confidence: Uncertainty Quantification for Black-box Large Language Models

May 30, 2023
Zhen Lin, Shubhendu Trivedi, Jimeng Sun

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Fast Online Value-Maximizing Prediction Sets with Conformal Cost Control

Feb 02, 2023
Zhen Lin, Shubhendu Trivedi, Cao Xiao, Jimeng Sung

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Conformal Prediction Intervals with Temporal Dependence

May 26, 2022
Zhen Lin, Shubhendu Trivedi, Jimeng Sun

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Conformal Prediction with Temporal Quantile Adjustments

May 23, 2022
Zhen Lin, Shubhendu Trivedi, Jimeng Sun

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Taking a Step Back with KCal: Multi-Class Kernel-Based Calibration for Deep Neural Networks

Feb 15, 2022
Zhen Lin, Shubhendu Trivedi, Jimeng Sun

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Locally Valid and Discriminative Confidence Intervals for Deep Learning Models

Jun 01, 2021
Zhen Lin, Shubhendu Trivedi, Jimeng Sun

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DeepSZ: Identification of Sunyaev-Zel'dovich Galaxy Clusters using Deep Learning

Mar 08, 2021
Zhen Lin, Nicholas Huang, Camille Avestruz, W. L. Kimmy Wu, Shubhendu Trivedi, João Caldeira, Brian Nord

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SCRIB: Set-classifier with Class-specific Risk Bounds for Blackbox Models

Mar 05, 2021
Zhen Lin, Cao Xiao, Lucas Glass, M. Brandon Westover, Jimeng Sun

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