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Geoff Gordon

Carnegie Mellon University

Decomposed Mutual Information Estimation for Contrastive Representation Learning


Jun 25, 2021
Alessandro Sordoni, Nouha Dziri, Hannes Schulz, Geoff Gordon, Phil Bachman, Remi Tachet

* ICML 2021 

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Domain Adaptation with Conditional Distribution Matching and Generalized Label Shift


Mar 10, 2020
Remi Tachet des Combes, Han Zhao, Yu-Xiang Wang, Geoff Gordon


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A Reduction from Reinforcement Learning to No-Regret Online Learning


Jan 01, 2020
Ching-An Cheng, Remi Tachet des Combes, Byron Boots, Geoff Gordon


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Expressiveness and Learning of Hidden Quantum Markov Models


Dec 02, 2019
Sandesh Adhikary, Siddarth Srinivasan, Geoff Gordon, Byron Boots

* arXiv admin note: text overlap with arXiv:1903.03730 

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Efficient Multitask Feature and Relationship Learning


Sep 16, 2018
Han Zhao, Otilia Stretcu, Alex Smola, Geoff Gordon


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Frank-Wolfe Optimization for Symmetric-NMF under Simplicial Constraint


Jun 26, 2018
Han Zhao, Geoff Gordon

* In Proceedings of the Thirty-Fourth Conference on Uncertainty in Artificial Intelligence, 2018 

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Linear Time Computation of Moments in Sum-Product Networks


Nov 05, 2017
Han Zhao, Geoff Gordon


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Principled Hybrids of Generative and Discriminative Domain Adaptation


Oct 27, 2017
Han Zhao, Zhenyao Zhu, Junjie Hu, Adam Coates, Geoff Gordon


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Learning Hidden Quantum Markov Models


Oct 24, 2017
Siddarth Srinivasan, Geoff Gordon, Byron Boots


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DeepArchitect: Automatically Designing and Training Deep Architectures


Apr 28, 2017
Renato Negrinho, Geoff Gordon

* 12 pages, 10 figures. Code available at https://github.com/negrinho/deep_architect. See http://www.cs.cmu.edu/~negrinho/ for more info. In submission to ICCV 2017 

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A Unified Approach for Learning the Parameters of Sum-Product Networks


Aug 26, 2016
Han Zhao, Pascal Poupart, Geoff Gordon

* NIPS 2016 

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Two-Manifold Problems with Applications to Nonlinear System Identification


Jun 18, 2012
Byron Boots, Geoff Gordon

* ICML2012. arXiv admin note: text overlap with arXiv:1112.6399 

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