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Ardhendu Tripathy

FisherMask: Enhancing Neural Network Labeling Efficiency in Image Classification Using Fisher Information

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Nov 08, 2024
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Addressing Data Heterogeneity in Federated Learning of Cox Proportional Hazards Models

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Jul 20, 2024
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Using Geographic Location-based Public Health Features in Survival Analysis

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Apr 16, 2023
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Nearest Neighbor Search Under Uncertainty

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Mar 08, 2021
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Generalized Chernoff Sampling for Active Learning and Structured Bandit Algorithms

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Dec 15, 2020
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Finding All ε-Good Arms in Stochastic Bandits

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Jun 16, 2020
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Optimal Confidence Regions for the Multinomial Parameter

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Feb 03, 2020
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MaxGap Bandit: Adaptive Algorithms for Approximate Ranking

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Jun 03, 2019
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Learning Nearest Neighbor Graphs from Noisy Distance Samples

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May 30, 2019
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Privacy-Preserving Adversarial Networks

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Dec 19, 2017
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