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Alfred O. Hero

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Fair Structure Learning in Heterogeneous Graphical Models

Dec 09, 2021
Davoud Ataee Tarzanagh, Laura Balzano, Alfred O. Hero

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Multimodal Data Fusion in High-Dimensional Heterogeneous Datasets via Generative Models

Aug 27, 2021
Yasin Yilmaz, Mehmet Aktukmak, Alfred O. Hero

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OrthoReg: Robust Network Pruning Using Orthonormality Regularization

Sep 10, 2020
Ekdeep Singh Lubana, Puja Trivedi, Conrad Hougen, Robert P. Dick, Alfred O. Hero

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Geometric Online Adaptation: Graph-Based OSFS for Streaming Samples

Oct 02, 2019
Salimeh Yasaei Sekeh, Madan Ravi Ganesh, Shurjo Banerjee, Jason J. Corso, Alfred O. Hero

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Testing that a Local Optimum of the Likelihood is Globally Optimum using Reparameterized Embeddings

May 31, 2019
Joel W. LeBlanc, Brian J. Thelen, Alfred O. Hero

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Geometric Estimation of Multivariate Dependency

May 21, 2019
Salimeh Yasaei Sekeh, Alfred O. Hero

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Feature Selection for multi-labeled variables via Dependency Maximization

Feb 21, 2019
Salimeh Yasaei Sekeh, Alfred O. Hero

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Learning to Bound the Multi-class Bayes Error

Nov 15, 2018
Salimeh Yasaei Sekeh, Brandon Oselio, Alfred O. Hero

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Convergence Rates for Empirical Estimation of Binary Classification Bounds

Oct 01, 2018
Salimeh Yasaei Sekeh, Morteza Noshad, Kevin R. Moon, Alfred O. Hero

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Parity Crowdsourcing for Cooperative Labeling

Sep 04, 2018
Hye Won Chung, Ji Oon Lee, Doyeon Kim, Alfred O. Hero

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