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Kulin Shah

Learning general Gaussian mixtures with efficient score matching

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Apr 29, 2024
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Simple Mechanisms for Representing, Indexing and Manipulating Concepts

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Oct 18, 2023
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Learning Mixtures of Gaussians Using the DDPM Objective

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Jul 03, 2023
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Ambient Diffusion: Learning Clean Distributions from Corrupted Data

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May 30, 2023
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RISAN: Robust Instance Specific Abstention Network

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Jul 07, 2021
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Learning and Generalization in Overparameterized Normalizing Flows

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Jun 19, 2021
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Rawlsian Fair Adaptation of Deep Learning Classifiers

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May 31, 2021
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Online Active Learning of Reject Option Classifiers

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Jun 14, 2019
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PLUME: Polyhedral Learning Using Mixture of Experts

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Apr 22, 2019
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Sparse and Robust Reject Option Classifier using Successive Linear Programming

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Feb 12, 2018
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