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Santu Rana

Composite Concept Extraction through Backdooring

Jun 19, 2024
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Novel Kernel Models and Exact Representor Theory for Neural Networks Beyond the Over-Parameterized Regime

May 24, 2024
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Alpaca against Vicuna: Using LLMs to Uncover Memorization of LLMs

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Mar 05, 2024
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Enhanced Bayesian Optimization via Preferential Modeling of Abstract Properties

Feb 27, 2024
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Revisiting the Dataset Bias Problem from a Statistical Perspective

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Feb 05, 2024
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Learn to Unlearn for Deep Neural Networks: Minimizing Unlearning Interference with Gradient Projection

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Dec 07, 2023
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Sample-Efficient Co-Design of Robotic Agents Using Multi-fidelity Training on Universal Policy Network

Sep 08, 2023
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LaGR-SEQ: Language-Guided Reinforcement Learning with Sample-Efficient Querying

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Aug 21, 2023
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Predictive Modeling through Hyper-Bayesian Optimization

Aug 01, 2023
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EMOTE: An Explainable architecture for Modelling the Other Through Empathy

Jun 01, 2023
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