Alexander Genkin

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 9

Top Topics

Logistic Regression

Feedback Controller

Top Venues

Publications

Jason Moore, Alexander Genkin, Magnus Tournoy, Joshua Pughe-Sanford, Robert R. de Ruyter van Steveninck, Dmitri B. Chklovskii
The Neuron as a Direct Data-Driven Controller. CoRR (2024)
Alexander Genkin, David Lipshutz, Siavash Golkar, Tiberiu Tesileanu, Dmitri B. Chklovskii
Biological Learning of Irreducible Representations of Commuting Transformations. NeurIPS (2022)
Johannes Friedrich, Siavash Golkar, Shiva Farashahi, Alexander Genkin, Anirvan M. Sengupta, Dmitri B. Chklovskii
Neural optimal feedback control with local learning rules. NeurIPS (2021)
Johannes Friedrich, Siavash Golkar, Shiva Farashahi, Alexander Genkin, Anirvan M. Sengupta, Dmitri B. Chklovskii
Neural optimal feedback control with local learning rules. CoRR (2021)
Alexander Genkin, Anirvan M. Sengupta, Dmitri B. Chklovskii
A Neural Network for Semi-Supervised Learning on Manifolds. CoRR (2019)
Alexander Genkin, Anirvan M. Sengupta, Dmitri B. Chklovskii
A Neural Network for Semi-supervised Learning on Manifolds. ICANN (1) (2019)
Anirvan M. Sengupta, Cengiz Pehlevan, Mariano Tepper, Alexander Genkin, Dmitri B. Chklovskii
Manifold-tiling Localized Receptive Fields are Optimal in Similarity-preserving Neural Networks. NeurIPS (2018)
Cengiz Pehlevan, Alexander Genkin, Dmitri B. Chklovskii
A clustering neural network model of insect olfaction. ACSSC (2017)
Ilya Trofimov, Alexander Genkin
Distributed Coordinate Descent for Generalized Linear Models with Regularization. CoRR (2016)
Ilya Trofimov, Alexander Genkin
Distributed Coordinate Descent for L1-regularized Logistic Regression. AIST (2015)
Ilya Trofimov, Alexander Genkin
Distributed Coordinate Descent for L1-regularized Logistic Regression. CoRR (2014)
Tao Hu, Alexander Genkin, Dmitri B. Chklovskii
A Network of Spiking Neurons for Computing Sparse Representations in an Energy-Efficient Way. Neural Comput. 24 (11) (2012)
Tao Hu, Alexander Genkin, Dmitri B. Chklovskii
A network of spiking neurons for computing sparse representations in an energy efficient way CoRR (2012)
Alexander Genkin, David D. Lewis, David Madigan
Large-Scale Bayesian Logistic Regression for Text Categorization. Technometrics 49 (3) (2007)
Aynur A. Dayanik, David D. Lewis, David Madigan, Vladimir Menkov, Alexander Genkin
Constructing informative prior distributions from domain knowledge in text classification. SIGIR (2006)
Aynur A. Dayanik, Alexander Genkin, Paul B. Kantor, David D. Lewis, David Madigan
DIMACS at the TREC 2005 Genomics Track. TREC (2005)
Aynur A. Dayanik, Dmitriy Fradkin, Alexander Genkin, Paul B. Kantor, David Madigan, David D. Lewis, Vladimir Menkov
DIMACS at the TREC 2004 Genomics Track. TREC (2004)
Alexander Genkin, Casimir A. Kulikowski, Ilya B. Muchnik
Set covering submodular maximization: An optimal algorithm for data mining in bioinformatics and medical informatics. J. Intell. Fuzzy Syst. 12 (1) (2002)