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Siddhartha Jain
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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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* Code and data release: https://github.com/amazon-research/mbxp-exec-eval 
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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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* 10 pages, 3 figures 
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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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