Alexander Genkin

According to our database, Alexander Genkin authored at least 16 papers between 2002 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

The Neuron as a Direct Data-Driven Controller.

Jason Moore, Alexander Genkin, Magnus Tournoy, Joshua Pughe-Sanford, Robert R. de Ruyter van Steveninck, Dmitri B. Chklovskii

CoRR, 2024

2022

Biological Learning of Irreducible Representations of Commuting Transformations.

Alexander Genkin, David Lipshutz, Siavash Golkar, Tiberiu Tesileanu, Dmitri B. Chklovskii

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

Neural optimal feedback control with local learning rules.

Johannes Friedrich, Siavash Golkar, Shiva Farashahi, Alexander Genkin, Anirvan M. Sengupta, Dmitri B. Chklovskii

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2019

A Neural Network for Semi-supervised Learning on Manifolds.

Alexander Genkin, Anirvan M. Sengupta, Dmitri B. Chklovskii

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019: Theoretical Neural Computation, 2019

2018

Manifold-tiling Localized Receptive Fields are Optimal in Similarity-preserving Neural Networks.

Anirvan M. Sengupta, Cengiz Pehlevan, Mariano Tepper, Alexander Genkin, Dmitri B. Chklovskii

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

2017

A clustering neural network model of insect olfaction.

Cengiz Pehlevan, Alexander Genkin, Dmitri B. Chklovskii

Proceedings of the 51st Asilomar Conference on Signals, Systems, and Computers, 2017

2016

Distributed Coordinate Descent for Generalized Linear Models with Regularization.

Ilya Trofimov, Alexander Genkin

CoRR, 2016

2015

Distributed Coordinate Descent for L1-regularized Logistic Regression.

Ilya Trofimov, Alexander Genkin

Proceedings of the Analysis of Images, Social Networks and Texts, 2015

2013

A neuron as a signal processing device.

Tao Hu, Zaid J. Towfic, Cengiz Pehlevan, Alex V. Genkin, Dmitri B. Chklovskii

Proceedings of the 2013 Asilomar Conference on Signals, 2013

2012

A Network of Spiking Neurons for Computing Sparse Representations in an Energy-Efficient Way.

Tao Hu, Alexander Genkin, Dmitri B. Chklovskii

Neural Comput., 2012

2010

Increasing depth resolution of electron microscopy of neural circuits using sparse tomographic reconstruction.

Ashok Veeraraghavan, Alex V. Genkin, Shiv Naga Prasad Vitaladevuni, Lou Scheffer, Shan Xu, Harald F. Hess, Richard Fetter, Marco Cantoni, Graham Knott, Dmitri B. Chklovskii

Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

2007

Large-Scale Bayesian Logistic Regression for Text Categorization.

Alexander Genkin, David D. Lewis, David Madigan

Technometrics, 2007

2006

Constructing informative prior distributions from domain knowledge in text classification.

Aynur A. Dayanik, David D. Lewis, David Madigan, Vladimir Menkov, Alexander Genkin

Proceedings of the SIGIR 2006: Proceedings of the 29th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2006

2005

DIMACS at the TREC 2005 Genomics Track.

Aynur A. Dayanik, Alexander Genkin, Paul B. Kantor, David D. Lewis, David Madigan

Proceedings of the Fourteenth Text REtrieval Conference, 2005

2004

DIMACS at the TREC 2004 Genomics Track.

Aynur A. Dayanik, Dmitriy Fradkin, Alexander Genkin, Paul B. Kantor, David Madigan, David D. Lewis, Vladimir Menkov

Proceedings of the Thirteenth Text REtrieval Conference, 2004

2002

Set covering submodular maximization: An optimal algorithm for data mining in bioinformatics and medical informatics.

Alexander Genkin, Casimir A. Kulikowski, Ilya B. Muchnik

J. Intell. Fuzzy Syst., 2002