A New Combinatorial Approach to Supervised Learning: Application to Gait Recognition. - Rong Zhang; Akshay Vashist; Ilya B. Muchnik; Casimir A. Kulikowski; Dimitris N. Metaxas (AMFG, 2005)

Automatic Protein Function Annotation through Candidate Ortholog Clusters from Incomplete Genomes. - Akshay Vashist; Casimir A. Kulikowski; Ilya B. Muchnik (CSB Workshops, 2005)

Screening for Ortholog Clusters Using Multipartite Graph Clustering by Quasi-Concave Set Function Optimization. - Akshay Vashist; Casimir A. Kulikowski; Ilya B. Muchnik (RSFDGrC (2), 2005)

Discriminative Patch Selection using Combinatorial and Statistical Models for Patch-Based Object Recognition. - Akshay Vashist; Zhipeng Zhao; Ahmed M. Elgammal; Ilya B. Muchnik; Casimir A. Kulikowski (CVPR Workshops, 2006)

Protein Function Annotation Based on Ortholog Clusters Extracted from Incomplete Genomes Using Combinatorial Optimization. - Akshay Vashist; Casimir A. Kulikowski; Ilya B. Muchnik (RECOMB, 2006)

Learning using hidden information: Master-class learning. - Vladimir Vapnik; Akshay Vashist; Natalya Pavlovitch (NATO ASI Mining Massive Data Sets for Security, 2007)

Combinatorial and statistical methods for part selection for object recognition. - Zhipeng Zhao; Akshay Vashist; Ahmed M. Elgammal; Ilya B. Muchnik; Casimir A. Kulikowski (Int. J. Comput. Math., 2007)

Ortholog Clustering on a Multipartite Graph. - Akshay Vashist; Casimir A. Kulikowski; Ilya B. Muchnik (IEEE ACM Trans. Comput. Biol. Bioinform., 2007)

Learning using hidden information (Learning with teacher). - Vladimir Vapnik; Akshay Vashist; Natalya Pavlovitch (IJCNN, 2009)

A new learning paradigm: Learning using privileged information. - Vladimir Vapnik; Akshay Vashist (Neural Networks, 2009)

Attention Focusing Model for Nexting Based on Learning and Reasoning. - Akshay Vashist; Shoshana Loeb (BICA, 2010)

SMO-Style Algorithms for Learning Using Privileged Information. - Dmitry Pechyony; Rauf Izmailov; Akshay Vashist; Vladimir Vapnik (DMIN, 2010)

Predicting End-to-end Network Load. - Akshay Vashist; Siun-Chuon Mau; Alexander Poylisher; Ritu Chadha; Abhrajit Ghosh (ICMLA, 2010)

Criticality avoidance: A new paradigm for congestion control based on science of phase transition. - Siun-Chuon Mau; Akshay Vashist; Alexander Poylisher; Ritu Chadha; Cho-Yu Jason Chiang (CNSM, 2011)

Skimming Video Action Using Annotated 3D Surfaces. - Ben Falchuk; Chung-Ying Wu; Tarek El-Gaaly; Akshay Vashist (Eurographics (Short Papers), 2011)

Leveraging social network for predicting demand and estimating available resources for communication network management. - Akshay Vashist; Siun-Chuon Mau; Alexander Poylisher; Ritu Chadha; Abhrajit Ghosh (Integrated Network Management, 2011)

A model-theoretic approach to data anonymity and inference control. - Konstantine Arkoudas; Akshay Vashist (CODASPY, 2012)

TITAN: Integrated network management in tactical mobile ad hoc networks. - Constantin Serban; Ritu Chadha; C. Jason Chiang; Feng Ge; Abhrajit Ghosh; Yitzchak M. Gottlieb; Michael Kaplan; Kathleen Kurachik; Gary Levin; Yow-Jia Lin; Alexander Poylisher; Angelo Sapello; et al. (MILCOM, 2012)

Detecting communication anomalies in tactical networks via graph learning. - Akshay Vashist; Ritu Chadha; Michael Kaplan; Kimberly Moeltner (MILCOM, 2012)

Towards network invariant fault diagnosis in MANETs via statistical modeling: The global strength of local weak decisions. - Akshay Vashist; Rauf Izmailov; Kyriakos Manousakis; Ritu Chadha; C. Jason Chiang; Constantin Serban; Syeed E. Ali (NOMS, 2012)

Multidimensional splines with infinite number of knots as SVM kernels. - Rauf Izmailov; Vladimir Vapnik; Akshay Vashist (IJCNN, 2013)

Insider attack detection using weak indicators over network flow data. - Roberto Pagliari; Abhrajit Ghosh; Yitzchak M. Gottlieb; Ritu Chadha; Akshay Vashist; Gregory Hadynski (MILCOM, 2015)

A Linear Algebraic Framework for Counterfactual Generation. - Jong-Hoon Ahn; Akshay Vashist (ICLR, 2024)

Gaussian Mixture Counterfactual Generator. - Jong-Hoon Ahn; Akshay Vashist (ICLR, 2025)