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Arun Sai Suggala

Blocked Collaborative Bandits: Online Collaborative Filtering with Per-Item Budget Constraints

Oct 31, 2023
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Optimal Best-Arm Identification in Bandits with Access to Offline Data

Jun 15, 2023
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Stochastic Re-weighted Gradient Descent via Distributionally Robust Optimization

Jun 15, 2023
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End-to-End Neural Network Compression via $\frac{\ell_1}{\ell_2}$ Regularized Latency Surrogates

Jun 13, 2023
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Near Optimal Private and Robust Linear Regression

Jan 30, 2023
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Optimal Algorithms for Latent Bandits with Cluster Structure

Jan 17, 2023
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Building Robust Ensembles via Margin Boosting

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Jun 07, 2022
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Boosted CVaR Classification

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Nov 10, 2021
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Learning Minimax Estimators via Online Learning

Jun 19, 2020
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Follow the Perturbed Leader: Optimism and Fast Parallel Algorithms for Smooth Minimax Games

Jun 13, 2020
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