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Sunil Gupta

Efficient Symmetry-Aware Materials Generation via Hierarchical Generative Flow Networks

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Nov 06, 2024
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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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Robust Transfer Learning for Active Level Set Estimation with Locally Adaptive Gaussian Process Prior

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Oct 08, 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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Enhanced Bayesian Optimization via Preferential Modeling of Abstract Properties

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Feb 27, 2024
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Active Level Set Estimation for Continuous Search Space with Theoretical Guarantee

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Feb 26, 2024
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Policy Learning for Off-Dynamics RL with Deficient Support

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Feb 16, 2024
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PINN-BO: A Black-box Optimization Algorithm using Physics-Informed Neural Networks

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Feb 05, 2024
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Root Cause Explanation of Outliers under Noisy Mechanisms

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Dec 19, 2023
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