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Siddhartha Jain

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Code-Aware Prompting: A study of Coverage Guided Test Generation in Regression Setting using LLM

Jan 31, 2024
Gabriel Ryan, Siddhartha Jain, Mingyue Shang, Shiqi Wang, Xiaofei Ma, Murali Krishna Ramanathan, Baishakhi Ray

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Self-consistency for open-ended generations

Jul 11, 2023
Siddhartha Jain, Xiaofei Ma, Anoop Deoras, Bing Xiang

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Multi-lingual Evaluation of Code Generation Models

Oct 26, 2022
Ben Athiwaratkun, Sanjay Krishna Gouda, Zijian Wang, Xiaopeng Li, Yuchen Tian, Ming Tan, Wasi Uddin Ahmad, Shiqi Wang, Qing Sun, Mingyue Shang, Sujan Kumar Gonugondla, Hantian Ding, Varun Kumar, Nathan Fulton, Arash Farahani, Siddhartha Jain, Robert Giaquinto, Haifeng Qian, Murali Krishna Ramanathan, Ramesh Nallapati, Baishakhi Ray, Parminder Bhatia, Sudipta Sengupta, Dan Roth, Bing Xiang

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Overinterpretation reveals image classification model pathologies

Mar 19, 2020
Brandon Carter, Siddhartha Jain, Jonas Mueller, David Gifford

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Information Condensing Active Learning

Feb 20, 2020
Siddhartha Jain, Ge Liu, David Gifford

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Maximizing Overall Diversity for Improved Uncertainty Estimates in Deep Ensembles

Jun 18, 2019
Siddhartha Jain, Ge Liu, Jonas Mueller, David Gifford

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What made you do this? Understanding black-box decisions with sufficient input subsets

Oct 09, 2018
Brandon Carter, Jonas Mueller, Siddhartha Jain, David Gifford

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