Collaborative AI     

links

Collaborative AI Publications



2019

DeepAggregation: A New Approach for Aggregating Incomplete Ranked Lists using Multi-Layer Graph Embedding Authors
Rohith D Vallam, Ramasuri Narayanam, Srikanth Tamilselvam, Nicholas Mattei, Sudhanshu Singh, Shweta Garg, Gyana Parija
To appear in the Proceedings of Autonomous Agents and Multi-Agent Systems (AAMAS), 2019

Collaborative Reinforcement Learning Model for Sustainability of Cooperation in Sequential Social Dilemmas
Ritwik Chaudhuri, Kushal Mukherjee, Ramasuri Narayanam, Ayush Kumar, Antriksh Mathur, Rohith D Vallam, Shweta Garg, Sudhanshu Singh, Gyana Parija
To appear in Proceedings of AAMAS, 2019

Computational Aspects of Equilibria in Discrete Preference Games
Phani Raj Lolakapuri (Intern from TIFR), Umang Bhaskar (TIFR), Ramasuri Narayanam (IRL), Gyana Parija (IRL), Pankaj Dayama (IRL)
To Appear in the Proceedings of 28th International Joint Conference on Artificial Intelligence (IJCAI), 2019

Dynamic Particle Allocation to Solve Interactive POMDP Models for Social Decision Making
Rohith Dwarakanath Vallam, Sarthak Ahuja, Surya Shravan Kumar Sajja, Ritwik Chaudhuri, Rakesh Pimplikar, Kushal Mukherjee, Ramasuri Narayanam, Gyana Parija
Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems, pp. 674-682, 2019
Abstract   social dilemma, social decision making, particle filter, partially observable markov decision process, mathematical optimization, markov decision process, machine learning, dilemma, computer science, computational theory of mind, bayesian probability, art


2018

AI Techniques for Price Prediction in Commodity Markets
Ramasuri Naryanam, Rohith Vallam, Ritwik Chaudhuri, Manish Kataria, Gyana Parija
AAAI, 2018

Collaborative Cognition for Commodity Price Prediction
Ritwik Chaudhuri, Manish Kataria, Ramasuri Narayanam, Gyana Parija
Joint Statistical Meeting (JSM), 2018

Benchmarking of a Novel POS Tagging Based Semantic Similarity Approach for Job Description Similarity Computation
Joydeep Mondal, Sarthak Ahuja, Kushal Mukherjee, Sudhanshu Singh, Gyana Parija
ESWC, Springer, 2018

Fscnmf: Fusing structure and content via non-negative matrix factorization for embedding information networks
Sambaran Bandyopadhyay, Harsh Kara, Aswin Kannan, M Narasimha Murty
arXiv preprint arXiv:1804.05313, 2018

Fine Grained Classification of Personal Data Entities
Riddhiman Dasgupta, Balaji Ganesan, Aswin Kannan, Berthold Reinwald, Arun Kumar
arXiv preprint arXiv:1811.09368, 2018

Multi-Agent System for Efficient Decentralized Information Aggregation by Modeling Other Agents' Behavior
Rohith D. Vallam, Rakesh Pimplikar, Kushal Mukherjee, Ramasuri Narayanam, Ritwik Chaudhuri, Gyana Parija

A Generic Axiomatic Characterization for Measuring Influence in Social Networks
Sambaran Bandyopadhyay, Ramasuri Narayanam, M. Narasimha Murty
In Proceedings of International Conference on Pattern (ICPR), pp. 2606-2611, 2018

On Consensus-Disagreement Tradeoff in Distributed Optimization
Zhanhong Jiang, Kushal Mukherjee, Soumik Sarkar
2018 Annual American Control Conference (ACC), pp. 571-576
Abstract   optimization problem, mathematical optimization, linear programming, convex function, convergence, control theory, computer science


2017

An empirical study of starting salaries and employment trends of Engineering students in India
Shrihari Vasudevan, Ritwik Chaudhuri, Sudhanshu Singh, Madhavan Pallan, Gyana Parija
Journal of Data Science, 2017

Multi-level Clustering Techniques Leveraging Expert Insight
Manu Kuchhal, Ritwik Chaudhuri, Sudhanshu Singh, Gyana Parija
Joint Statistical Meeting (JSM), 2017

Adaptive Detection of Variance Change Point
Santosh Srivastava, Ritwik Chaudhuri, Ankur Narang, Maya Gupta
Joint Statistical Meeting (JSM), 2017

Convergence and noise effect analysis for generalized gossip-based distributed optimization
Jiang, Zhanhong and Mukherjee, Kushal and Sarkar, Soumik
American Control Conference (ACC), 2017, pp. 4353--4358
Abstract

Generalised gossip-based subgradient method for distributed optimisation
Jiang, Zhanhong and Mukherjee, Kushal and Sarkar, Soumik
International Journal of Control, 1--17, Taylor & Francis, 2017
Abstract

Cogniculture: Towards a Better Human-Machine Co-evolution
Rakesh R Pimplikar, Kushal Mukherjee, Gyana Parija, Harit Vishwakarma, Ramasuri Narayanam, Sarthak Ahuja, Rohith D Vallam, Ritwik Chaudhuri, Joydeep Mondal
Arxiv, 2017

RISE: Resolution of Identity Through Similarity Establishment on Unstructured Job Descriptions
Pimplikar, Rakesh Rameshrao and Kannan, Kalapriya and Mondal, Abhik and Mondal, Joydeep and Saxena, Sushant and Parija, Gyana and Devulapalli, Chandra
International Conference on Service-Oriented Computing, pp. 19--36, 2017
Abstract

Estimating fungibility between skills by combining skill-similarities obtained from multiple data sources
Vasudevan, Shrihari and Singh, Moninder and Mondal, Joydeep and Peran, Michael and Zweig, Ben and Johnston, Brian and Rosenfeld, Rachel
2017 IEEE International Conference on Data Mining Workshops (ICDMW), pp. 229--236
Abstract

SIdeal, System and Method for Attribute Weight Induction in a Multiple Recruiter Setting Exploiting Public Goods Games Framework
Sudhanshu Singh, Gyana Ranjan Parija, Ritwik Chaudhuri, Manu Kuchhal, Sarthak Ahuja, Ritwik Chaudhari, Manish Kataria

Multi Level Clustering Technique Leveraging Expert Insight
Sudhanshu Singh, Ritwik Chaudhuri, Manu Kuchhal, Sarthak Ahuja, Gyana Parija
JSM, AMSTAT, 2017

Similarity Computation Exploiting The Semantic And Syntactic Inherent Structure Among Job Titles
Sarthak Ahuja, Joydeep Mondal, Sudhanshu S. Singh, David G. George
ICSOC, Springer, 2017

VisualHashtags- Visual Summarization of Social Media Events Using Mid-Level Visual Elements
Sonal Goel, Sarthak Ahuja, A V Subramanyam, Ponnurangam Kumaraguru
ACM Multimedia, 2017

Computing Inter-Item Relation- ships and Predicting Significant Manuscripts from Library Sales Data
A. Kannan, H. Vishwakarma
Invited Session, International Conference on Knowledge Organization and Information Management, 2017




People

    IBM Alumni
  • Sudhanshu Singh
  • Shrihari Vasudevan
  • Shweta Garg
  • Max Narayanan
  • Rishi Saket
  • Sarthak Ahuja
  • Manish Kataria
  • Monalisa Mohanty
  • Harit Vishwakarma
  • Manu Kuchhal
  • Karthik Visweswariah
  • Salil Gupte