Alexander Genkin - researchr alias

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Viewing Publication 1 - 12 from 12

2022

Biological Learning of Irreducible Representations of Commuting TransformationsAlexander Genkin, David Lipshutz, Siavash Golkar, Tiberiu Tesileanu, Dmitri B. Chklovskii. nips 2022: [doi]

2021

Neural optimal feedback control with local learning rulesJohannes Friedrich, Siavash Golkar, Shiva Farashahi, Alexander Genkin, Anirvan M. Sengupta, Dmitri B. Chklovskii. nips 2021: 16358-16370 [doi]

2019

A Neural Network for Semi-supervised Learning on ManifoldsAlexander Genkin, Anirvan M. Sengupta, Dmitri B. Chklovskii. icann 2019: 375-386 [doi]

2018

Manifold-tiling Localized Receptive Fields are Optimal in Similarity-preserving Neural NetworksAnirvan M. Sengupta, Cengiz Pehlevan, Mariano Tepper, Alexander Genkin, Dmitri B. Chklovskii. nips 2018: 7080-7090 [doi]

2017

A clustering neural network model of insect olfactionCengiz Pehlevan, Alexander Genkin, Dmitri B. Chklovskii. acssc 2017: 593-600 [doi]

2015

Distributed Coordinate Descent for L1-regularized Logistic RegressionIlya Trofimov, Alexander Genkin. aist 2015: 243-254 [doi]

2012

A Network of Spiking Neurons for Computing Sparse Representations in an Energy-Efficient WayTao Hu, Alexander Genkin, Dmitri B. Chklovskii. neco, 24(11):2852-2872, 2012. [doi]

2007

Large-Scale Bayesian Logistic Regression for Text CategorizationAlexander Genkin, David D. Lewis, David Madigan. technometrics, 49(3):291-304, 2007. [doi]

2006

Constructing informative prior distributions from domain knowledge in text classificationAynur A. Dayanik, David D. Lewis, David Madigan, Vladimir Menkov, Alexander Genkin. sigir 2006: 493-500 [doi]

2005

DIMACS at the TREC 2005 Genomics TrackAynur A. Dayanik, Alexander Genkin, Paul B. Kantor, David D. Lewis, David Madigan. trec 2005: [doi]

2004

DIMACS at the TREC 2004 Genomics TrackAynur A. Dayanik, Dmitriy Fradkin, Alexander Genkin, Paul B. Kantor, David Madigan, David D. Lewis, Vladimir Menkov. trec 2004: [doi]

2002

Set covering submodular maximization: An optimal algorithm for data mining in bioinformatics and medical informaticsAlexander Genkin, Casimir A. Kulikowski, Ilya B. Muchnik. jifs, 12(1):5-17, 2002. [doi]

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