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David McAllester

On the Mathematics of Diffusion Models

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Jan 25, 2023
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Information-Theoretic Segmentation by Inpainting Error Maximization

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Dec 14, 2020
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On-The-Fly Information Retrieval Augmentation for Language Models

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Jul 03, 2020
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MathZero, The Classification Problem, and Set-Theoretic Type Theory

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May 18, 2020
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Domain-independent Dominance of Adaptive Methods

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Dec 10, 2019
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Evidence Sentence Extraction for Machine Reading Comprehension

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Feb 23, 2019
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Formal Limitations on the Measurement of Mutual Information

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Nov 13, 2018
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Information Theoretic Co-Training

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Aug 14, 2018
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Exploring Generalization in Deep Learning

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Jul 06, 2017
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Emergent Predication Structure in Hidden State Vectors of Neural Readers

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May 31, 2017
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