Adaptivity in agent-based routing for data networks. - David H. Wolpert; Sergey Kirshner; Christopher J. Merz; Kagan Tumer (Agents, 2000)

Probabilistic Model-Based Detection of Bent-Double Radio Galaxies. - Sergey Kirshner; Igor V. Cadez; Padhraic Smyth; Chandrika Kamath 001; Erick Cantú-Paz (ICPR (2), 2002)

Learning to Classify Galaxy Shapes Using the EM Algorithm. - Sergey Kirshner; Igor V. Cadez; Padhraic Smyth; Chandrika Kamath 001 (NIPS, 2002)

Unsupervised Learning with Permuted Data. - Sergey Kirshner; Sridevi Parise; Padhraic Smyth (ICML, 2003)

Conditional Chow-Liu Tree Structures for Modeling Discrete-Valued Vector Time Series. - Sergey Kirshner; Padhraic Smyth; Andrew Robertson (UAI, 2004)

Infinite mixtures of trees. - Sergey Kirshner; Padhraic Smyth (ICML, 2007)

Learning with Tree-Averaged Densities and Distributions. - Sergey Kirshner (NIPS, 2007)

ICA and ISA using Schweizer-Wolff measure of dependence. - Sergey Kirshner; Barnabás Póczos (ICML, 2008)

Tied Kronecker product graph models to capture variance in network populations. - Sebastián Moreno; Sergey Kirshner; Jennifer Neville; S. V. N. Vishwanathan (Allerton, 2010)

REGO: Rank-based Estimation of Renyi Information using Euclidean Graph Optimization. - Barnabás Póczos; Sergey Kirshner; Csaba Szepesvári (AISTATS, 2010)

Generating Similar Graphs From Spherical Features - Dalton D. Lunga; Sergey Kirshner (CoRR, 2011)

Estimating Densities with Non-Parametric Exponential Families - Lin Yuan; Sergey Kirshner; Robert Givan (CoRR, 2012)

Learning mixed kronecker product graph models with simulated method of moments. - Sebastián Moreno; Jennifer Neville; Sergey Kirshner (KDD, 2013)

A Scalable Method for Exact Sampling from Kronecker Family Models. - Sebastián Moreno; Joseph J. Pfeiffer III; Jennifer Neville; Sergey Kirshner (ICDM, 2014)

Tied Kronecker Product Graph Models to Capture Variance in Network Populations. - Sebastián Moreno; Jennifer Neville; Sergey Kirshner (ACM Trans. Knowl. Discov. Data, 2018)

MSURU: Large Scale E-commerce Image Classification with Weakly Supervised Search Data. - Yina Tang; Fedor Borisyuk; Siddarth Malreddy; Yixuan Li 001; Yiqun Liu 006; Sergey Kirshner (KDD, 2019)