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Tennison Liu

Autoformulation of Mathematical Optimization Models Using LLMs

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Nov 03, 2024
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Automatically Learning Hybrid Digital Twins of Dynamical Systems

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Oct 31, 2024
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Unveiling the Power of Sparse Neural Networks for Feature Selection

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Aug 08, 2024
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Large Language Models to Enhance Bayesian Optimization

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Feb 06, 2024
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Learning Representations without Compositional Assumptions

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May 31, 2023
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TANGOS: Regularizing Tabular Neural Networks through Gradient Orthogonalization and Specialization

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Mar 09, 2023
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Joint Training of Deep Ensembles Fails Due to Learner Collusion

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Jan 26, 2023
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Practical Approaches for Fair Learning with Multitype and Multivariate Sensitive Attributes

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Nov 11, 2022
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HyperImpute: Generalized Iterative Imputation with Automatic Model Selection

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Jun 15, 2022
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Epileptic Seizure Classification with Symmetric and Hybrid Bilinear Models

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Jan 15, 2020
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