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Svetha Venkatesh

Generating Realistic Tabular Data with Large Language Models

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Oct 29, 2024
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Stable Hadamard Memory: Revitalizing Memory-Augmented Agents for Reinforcement Learning

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Oct 14, 2024
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Large Language Models Prompting With Episodic Memory

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Aug 14, 2024
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Variable-Agnostic Causal Exploration for Reinforcement Learning

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Jul 17, 2024
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Composite Concept Extraction through Backdooring

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Jun 19, 2024
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Multi-Reference Preference Optimization for Large Language Models

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May 26, 2024
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Novel Kernel Models and Exact Representor Theory for Neural Networks Beyond the Over-Parameterized Regime

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May 24, 2024
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Enhancing Length Extrapolation in Sequential Models with Pointer-Augmented Neural Memory

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Apr 18, 2024
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Enhanced Bayesian Optimization via Preferential Modeling of Abstract Properties

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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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