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Sourangshu Bhattacharya

VTruST: Controllable value function based subset selection for Data-Centric Trustworthy AI

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Mar 08, 2024
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In-Context Ability Transfer for Question Decomposition in Complex QA

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Oct 26, 2023
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LearnDefend: Learning to Defend against Targeted Model-Poisoning Attacks on Federated Learning

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May 03, 2023
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Modeling Continuous Time Sequences with Intermittent Observations using Marked Temporal Point Processes

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Jun 23, 2022
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CheckSel: Efficient and Accurate Data-valuation Through Online Checkpoint Selection

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Mar 14, 2022
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Offsetting Unequal Competition through RL-assisted Incentive Schemes

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Jan 05, 2022
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MTLTS: A Multi-Task Framework To Obtain Trustworthy Summaries From Crisis-Related Microblogs

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Dec 10, 2021
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PASTE: A Tagging-Free Decoding Framework Using Pointer Networks for Aspect Sentiment Triplet Extraction

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Oct 10, 2021
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Scalable End-to-End Training of Knowledge Graph-Enhanced Aspect Embedding for Aspect Level Sentiment Analysis

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Aug 26, 2021
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Finding High-Value Training Data Subset through Differentiable Convex Programming

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Apr 28, 2021
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