Akshay Vashist

According to our database, Akshay Vashist authored at least 23 papers between 2005 and 2024.

Collaborative distances:

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

2024

A Linear Algebraic Framework for Counterfactual Generation.

Jong-Hoon Ahn, Akshay Vashist

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2015

Insider attack detection using weak indicators over network flow data.

Roberto Pagliari, Abhrajit Ghosh, Yitzchak M. Gottlieb, Ritu Chadha, Akshay Vashist, Gregory Hadynski

Proceedings of the 34th IEEE Military Communications Conference, 2015

2013

Multidimensional splines with infinite number of knots as SVM kernels.

Rauf Izmailov, Vladimir Vapnik, Akshay Vashist

Proceedings of the 2013 International Joint Conference on Neural Networks, 2013

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

Proceedings of the 2012 IEEE Network Operations and Management Symposium, 2012

Detecting communication anomalies in tactical networks via graph learning.

Akshay Vashist, Ritu Chadha, Michael Kaplan, Kimberly Moeltner

Proceedings of the 31st IEEE Military Communications Conference, 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, Florin Sultan, Akshay Vashist, Michelle Wolberg, Kimberly Moeltner

Proceedings of the 31st IEEE Military Communications Conference, 2012

A model-theoretic approach to data anonymity and inference control.

Konstantine Arkoudas, Akshay Vashist

Proceedings of the Second ACM Conference on Data and Application Security and Privacy, 2012

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

Proceedings of the 12th IFIP/IEEE International Symposium on Integrated Network Management, 2011

Skimming Video Action Using Annotated 3D Surfaces.

Ben Falchuk, Chung-Ying Wu, Tarek El-Gaaly, Akshay Vashist

Proceedings of the 32nd Annual Conference of the European Association for Computer Graphics, 2011

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

Proceedings of the 7th International Conference on Network and Service Management, 2011

2010

Predicting End-to-end Network Load.

Akshay Vashist, Siun-Chuon Mau, Alexander Poylisher, Ritu Chadha, Abhrajit Ghosh

Proceedings of the Ninth International Conference on Machine Learning and Applications, 2010

SMO-Style Algorithms for Learning Using Privileged Information.

Dmitry Pechyony, Rauf Izmailov, Akshay Vashist, Vladimir Vapnik

Proceedings of The 2010 International Conference on Data Mining, 2010

Attention Focusing Model for Nexting Based on Learning and Reasoning.

Akshay Vashist, Shoshana Loeb

Proceedings of the Biologically Inspired Cognitive Architectures 2010, 2010

2009

A new learning paradigm: Learning using privileged information.

Vladimir Vapnik, Akshay Vashist

Neural Networks, 2009

Learning using hidden information (Learning with teacher).

Vladimir Vapnik, Akshay Vashist, Natalya Pavlovitch

Proceedings of the International Joint Conference on Neural Networks, 2009

2007

Ortholog Clustering on a Multipartite Graph.

Akshay Vashist, Casimir A. Kulikowski, Ilya B. Muchnik

IEEE ACM Trans. Comput. Biol. Bioinform., 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

Learning using hidden information: Master-class learning.

Vladimir Vapnik, Akshay Vashist, Natalya Pavlovitch

Proceedings of the Mining Massive Data Sets for Security, 2007

2006

Protein Function Annotation Based on Ortholog Clusters Extracted from Incomplete Genomes Using Combinatorial Optimization.

Akshay Vashist, Casimir A. Kulikowski, Ilya B. Muchnik

Proceedings of the Research in Computational Molecular Biology, 2006

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

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2006

2005

Screening for Ortholog Clusters Using Multipartite Graph Clustering by Quasi-Concave Set Function Optimization.

Akshay Vashist, Casimir A. Kulikowski, Ilya B. Muchnik

Proceedings of the Rough Sets, 2005

Automatic Protein Function Annotation through Candidate Ortholog Clusters from Incomplete Genomes.

Akshay Vashist, Casimir A. Kulikowski, Ilya B. Muchnik

Proceedings of the Fourth International IEEE Computer Society Computational Systems Bioinformatics Conference Workshops & Poster Abstracts, 2005

A New Combinatorial Approach to Supervised Learning: Application to Gait Recognition.

Rong Zhang, Akshay Vashist, Ilya B. Muchnik, Casimir A. Kulikowski, Dimitris N. Metaxas

Proceedings of the Analysis and Modelling of Faces and Gestures, 2005