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Max A. Little

Deep-ICE: The first globally optimal algorithm for empirical risk minimization of two-layer maxout and ReLU networks

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May 09, 2025
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Provably optimal decision trees with arbitrary splitting rules in polynomial time

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Mar 03, 2025
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Mechanism learning: Reverse causal inference in the presence of multiple unknown confounding through front-door causal bootstrapping

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Oct 26, 2024
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EKM: An exact, polynomial-time algorithm for the $K$-medoids problem

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May 16, 2024
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Algorithmic syntactic causal identification

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Mar 14, 2024
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An efficient, provably exact algorithm for the 0-1 loss linear classification problem

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Jun 21, 2023
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Patient-Specific Game-Based Transfer Method for Parkinson's Disease Severity Prediction

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Aug 12, 2022
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Polymorphic dynamic programming by algebraic shortcut fusion

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Jul 08, 2021
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Few-shot time series segmentation using prototype-defined infinite hidden Markov models

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Feb 07, 2021
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Latent feature sharing: an adaptive approach to linear decomposition models

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Jun 22, 2020
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