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Shubhendu Trivedi

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Position Paper: Generalized grammar rules and structure-based generalization beyond classical equivariance for lexical tasks and transduction

Feb 02, 2024
Mircea Petrache, Shubhendu Trivedi

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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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Approximation-Generalization Trade-offs under (Approximate) Group Equivariance

May 27, 2023
Mircea Petrache, Shubhendu Trivedi

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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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Capacity of Group-invariant Linear Readouts from Equivariant Representations: How Many Objects can be Linearly Classified Under All Possible Views?

Oct 26, 2021
Matthew Farrell, Blake Bordelon, Shubhendu Trivedi, Cengiz Pehlevan

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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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