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Fair Representation Learning using Interpolation Enabled Disentanglement



Akshita Jha , Bhanukiran Vinzamuri , Chandan K. Reddy


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Model Agnostic Multilevel Explanations



Karthikeyan Natesan Ramamurthy , Bhanukiran Vinzamuri , Yunfeng Zhang , Amit Dhurandhar

* 21 pages, 9 figures, 1 table 

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Interpretable Subgroup Discovery in Treatment Effect Estimation with Application to Opioid Prescribing Guidelines



Chirag Nagpal , Dennis Wei , Bhanukiran Vinzamuri , Monica Shekhar , Sara E. Berger , Subhro Das , Kush R. Varshney


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Is Ordered Weighted $\ell_1$ Regularized Regression Robust to Adversarial Perturbation? A Case Study on OSCAR



Pin-Yu Chen , Bhanukiran Vinzamuri , Sijia Liu

* Accepted to IEEE GlobalSIP 2018. Pin-Yu Chen and Bhanukiran Vinzamuri contribute equally to this work; v2 fixes missing citation 

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Structure Learning from Time Series with False Discovery Control



Bernat Guillen Pegueroles , Bhanukiran Vinzamuri , Karthikeyan Shanmugam , Steve Hedden , Jonathan D. Moyer , Kush R. Varshney


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