Sergey Kirshner

According to our database, Sergey Kirshner authored at least 16 papers between 2000 and 2019.

Collaborative distances:

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

2019

MSURU: Large Scale E-commerce Image Classification with Weakly Supervised Search Data.

Yina Tang, Fedor Borisyuk, Siddarth Malreddy, Yixuan Li, Yiqun Liu, Sergey Kirshner

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

2018

Tied Kronecker Product Graph Models to Capture Variance in Network Populations.

Sebastián Moreno, Jennifer Neville, Sergey Kirshner

ACM Trans. Knowl. Discov. Data, 2018

2014

A Scalable Method for Exact Sampling from Kronecker Family Models.

Sebastián Moreno, Joseph J. Pfeiffer III, Jennifer Neville, Sergey Kirshner

Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

2013

Learning mixed kronecker product graph models with simulated method of moments.

Sebastián Moreno, Jennifer Neville, Sergey Kirshner

Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013

2012

Estimating Densities with Non-Parametric Exponential Families

Lin Yuan, Sergey Kirshner, Robert Givan

CoRR, 2012

2011

Generating Similar Graphs From Spherical Features

Dalton D. Lunga, Sergey Kirshner

CoRR, 2011

2010

REGO: Rank-based Estimation of Renyi Information using Euclidean Graph Optimization.

Barnabás Póczos, Sergey Kirshner, Csaba Szepesvári

Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics, 2010

Tied Kronecker product graph models to capture variance in network populations.

Sebastián Moreno, Sergey Kirshner, Jennifer Neville, S. V. N. Vishwanathan

Proceedings of the 48th Annual Allerton Conference on Communication, 2010

2008

ICA and ISA using Schweizer-Wolff measure of dependence.

Sergey Kirshner, Barnabás Póczos

Proceedings of the Machine Learning, 2008

2007

Learning with Tree-Averaged Densities and Distributions.

Sergey Kirshner

Proceedings of the Advances in Neural Information Processing Systems 20, 2007

Infinite mixtures of trees.

Sergey Kirshner, Padhraic Smyth

Proceedings of the Machine Learning, 2007

2004

Conditional Chow-Liu Tree Structures for Modeling Discrete-Valued Vector Time Series.

Sergey Kirshner, Padhraic Smyth, Andrew Robertson

Proceedings of the UAI '04, 2004

2003

Unsupervised Learning with Permuted Data.

Sergey Kirshner, Sridevi Parise, Padhraic Smyth

Proceedings of the Machine Learning, 2003

2002

Learning to Classify Galaxy Shapes Using the EM Algorithm.

Sergey Kirshner, Igor V. Cadez, Padhraic Smyth, Chandrika Kamath

Proceedings of the Advances in Neural Information Processing Systems 15 [Neural Information Processing Systems, 2002

Probabilistic Model-Based Detection of Bent-Double Radio Galaxies.

Sergey Kirshner, Igor V. Cadez, Padhraic Smyth, Chandrika Kamath, Erick Cantú-Paz

Proceedings of the 16th International Conference on Pattern Recognition, 2002

2000

Adaptivity in agent-based routing for data networks.

David H. Wolpert, Sergey Kirshner, Christopher J. Merz, Kagan Tumer

Proceedings of the Fourth International Conference on Autonomous Agents, 2000