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David I. Inouye

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Decoupled Vertical Federated Learning for Practical Training on Vertically Partitioned Data

Mar 06, 2024
Avi Amalanshu, Yash Sirvi, David I. Inouye

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StarCraftImage: A Dataset For Prototyping Spatial Reasoning Methods For Multi-Agent Environments

Jan 09, 2024
Sean Kulinski, Nicholas R. Waytowich, James Z. Hare, David I. Inouye

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Fault-Tolerant Vertical Federated Learning on Dynamic Networks

Dec 27, 2023
Surojit Ganguli, Zeyu Zhou, Christopher G. Brinton, David I. Inouye

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Towards Practical Non-Adversarial Distribution Alignment via Variational Bounds

Oct 30, 2023
Ziyu Gong, Ben Usman, Han Zhao, David I. Inouye

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Benchmarking Algorithms for Federated Domain Generalization

Jul 11, 2023
Ruqi Bai, Saurabh Bagchi, David I. Inouye

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Towards Characterizing Domain Counterfactuals For Invertible Latent Causal Models

Jun 20, 2023
Sean Kulinski, Zeyu Zhou, Ruqi Bai, Murat Kocaoglu, David I. Inouye

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Towards Enhanced Controllability of Diffusion Models

Mar 15, 2023
Wonwoong Cho, Hareesh Ravi, Midhun Harikumar, Vinh Khuc, Krishna Kumar Singh, Jingwan Lu, David I. Inouye, Ajinkya Kale

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Towards Explaining Distribution Shifts

Oct 19, 2022
Sean Kulinski, David I. Inouye

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Cooperative Distribution Alignment via JSD Upper Bound

Jul 05, 2022
Wonwoong Cho, Ziyu Gong, David I. Inouye

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