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Decentralized Competing Bandits in Non-Stationary Matching Markets


May 31, 2022
Avishek Ghosh, Abishek Sankararaman, Kannan Ramchandran, Tara Javidi, Arya Mazumdar

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Instance-Dependent Regret Analysis of Kernelized Bandits


Mar 12, 2022
Shubhanshu Shekhar, Tara Javidi

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* 26 pages, 1 figure 

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Open Problem: Tight Online Confidence Intervals for RKHS Elements


Oct 28, 2021
Sattar Vakili, Jonathan Scarlett, Tara Javidi

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Trojan Signatures in DNN Weights


Sep 07, 2021
Greg Fields, Mohammad Samragh, Mojan Javaheripi, Farinaz Koushanfar, Tara Javidi

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* 8 pages, 13 figures 

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Decentralized Bayesian Learning with Metropolis-Adjusted Hamiltonian Monte Carlo


Jul 15, 2021
Vyacheslav Kungurtsev, Adam Cobb, Tara Javidi, Brian Jalaian

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A Field Guide to Federated Optimization


Jul 14, 2021
Jianyu Wang, Zachary Charles, Zheng Xu, Gauri Joshi, H. Brendan McMahan, Blaise Aguera y Arcas, Maruan Al-Shedivat, Galen Andrew, Salman Avestimehr, Katharine Daly, Deepesh Data, Suhas Diggavi, Hubert Eichner, Advait Gadhikar, Zachary Garrett, Antonious M. Girgis, Filip Hanzely, Andrew Hard, Chaoyang He, Samuel Horvath, Zhouyuan Huo, Alex Ingerman, Martin Jaggi, Tara Javidi, Peter Kairouz, Satyen Kale, Sai Praneeth Karimireddy, Jakub Konecny, Sanmi Koyejo, Tian Li, Luyang Liu, Mehryar Mohri, Hang Qi, Sashank J. Reddi, Peter Richtarik, Karan Singhal, Virginia Smith, Mahdi Soltanolkotabi, Weikang Song, Ananda Theertha Suresh, Sebastian U. Stich, Ameet Talwalkar, Hongyi Wang, Blake Woodworth, Shanshan Wu, Felix X. Yu, Honglin Yuan, Manzil Zaheer, Mi Zhang, Tong Zhang, Chunxiang Zheng, Chen Zhu, Wennan Zhu

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Active and Dynamic Beam Tracking UnderStochastic Mobility


Jun 21, 2021
Nancy Ronquillo, Tara Javidi

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* This paper has been submitted for publication 

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Adaptive Sampling for Minimax Fair Classification


Mar 01, 2021
Shubhanshu Shekhar, Mohammad Ghavamzadeh, Tara Javidi

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* 29 pages, 6 figures 

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Adaptive Sampling for Estimating Distributions: A Bayesian Upper Confidence Bound Approach


Dec 08, 2020
Dhruva Kartik, Neeraj Sood, Urbashi Mitra, Tara Javidi

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CLEANN: Accelerated Trojan Shield for Embedded Neural Networks


Sep 04, 2020
Mojan Javaheripi, Mohammad Samragh, Gregory Fields, Tara Javidi, Farinaz Koushanfar

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