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Joydeep Ghosh

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Federated Learning for Estimating Heterogeneous Treatment Effects

Feb 27, 2024
Disha Makhija, Joydeep Ghosh, Yejin Kim

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Privacy Preserving Bayesian Federated Learning in Heterogeneous Settings

Jun 13, 2023
Disha Makhija, Joydeep Ghosh, Nhat Ho

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Intermediate Entity-based Sparse Interpretable Representation Learning

Dec 03, 2022
Diego Garcia-Olano, Yasumasa Onoe, Joydeep Ghosh, Byron C. Wallace

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FASTER-CE: Fast, Sparse, Transparent, and Robust Counterfactual Explanations

Oct 12, 2022
Shubham Sharma, Alan H. Gee, Jette Henderson, Joydeep Ghosh

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Robustify Transformers with Robust Kernel Density Estimation

Oct 11, 2022
Xing Han, Tongzheng Ren, Tan Minh Nguyen, Khai Nguyen, Joydeep Ghosh, Nhat Ho

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FEAMOE: Fair, Explainable and Adaptive Mixture of Experts

Oct 10, 2022
Shubham Sharma, Jette Henderson, Joydeep Ghosh

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Split Localized Conformal Prediction

Jun 27, 2022
Xing Han, Ziyang Tang, Joydeep Ghosh, Qiang Liu

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Federated Self-supervised Learning for Heterogeneous Clients

May 31, 2022
Disha Makhija, Nhat Ho, Joydeep Ghosh

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Efficient Forecasting of Large Scale Hierarchical Time Series via Multilevel Clustering

May 27, 2022
Xing Han, Tongzheng Ren, Jing Hu, Joydeep Ghosh, Nhat Ho

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Architecture Agnostic Federated Learning for Neural Networks

Feb 17, 2022
Disha Makhija, Xing Han, Nhat Ho, Joydeep Ghosh

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