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Kush Varshney
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What Is Missing in IRM Training and Evaluation? Challenges and Solutions


Mar 04, 2023
Yihua Zhang, Pranay Sharma, Parikshit Ram, Mingyi Hong, Kush Varshney, Sijia Liu

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* Accepted to Eleventh International Conference on Learning Representations (ICLR 2023) 
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Out-of-Distribution Detection in Dermatology using Input Perturbation and Subset Scanning


Jun 02, 2021
Hannah Kim, Girmaw Abebe Tadesse, Celia Cintas, Skyler Speakman, Kush Varshney

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* Under review for 6th Outlier Detection & Description Workshop 
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Treatment Effect Estimation using Invariant Risk Minimization


Mar 13, 2021
Abhin Shah, Kartik Ahuja, Karthikeyan Shanmugam, Dennis Wei, Kush Varshney, Amit Dhurandhar

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Invariant Risk Minimization Games


Feb 11, 2020
Kartik Ahuja, Karthikeyan Shanmugam, Kush Varshney, Amit Dhurandhar

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Interpretable Multi-Objective Reinforcement Learning through Policy Orchestration


Sep 21, 2018
Ritesh Noothigattu, Djallel Bouneffouf, Nicholas Mattei, Rachita Chandra, Piyush Madan, Kush Varshney, Murray Campbell, Moninder Singh, Francesca Rossi

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* 8 pages, 3 figures 
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Scalable Demand-Aware Recommendation


Nov 26, 2017
Jinfeng Yi, Cho-Jui Hsieh, Kush Varshney, Lijun Zhang, Yao Li

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