Dinesh Garg

According to our database1, Dinesh Garg authored at least 49 papers between 2003 and 2022.

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Bibliography

2022
A Benchmark for Generalizable and Interpretable Temporal Question Answering over Knowledge Bases.
CoRR, 2022

Towards a Semantic Information Theory (Introducing Quantum Corollas).
CoRR, 2022

2021
SYGMA: System for Generalizable Modular Question Answering OverKnowledge Bases.
CoRR, 2021

Knowledge Graph Question Answering via SPARQL Silhouette Generation.
CoRR, 2021

Deep Domain Adaptation under Label Scarcity.
Proceedings of the CODS-COMAD 2021: 8th ACM IKDD CODS and 26th COMAD, 2021


Explanations for CommonsenseQA: New Dataset and Models.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020
Question Answering over Knowledge Bases by Leveraging Semantic Parsing and Neuro-Symbolic Reasoning.
CoRR, 2020

Inductive Quantum Embedding.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Span Selection Pre-training for Question Answering.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020


Translucent Answer Predictions in Multi-Hop Reading Comprehension.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Improved linear embeddings via Lagrange duality.
Mach. Learn., 2019

Prediction of the disease controllability in a complex network using machine learning algorithms.
CoRR, 2019

Quantum Embedding of Knowledge for Reasoning.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

2018
Deep Domain Adaptation under Deep Label Scarcity.
CoRR, 2018

2017
A Sparse Nonlinear Classifier Design Using AUC Optimization.
Proceedings of the 2017 SIAM International Conference on Data Mining, 2017

Manipulating Gale-Shapley Algorithm: Preserving Stability and Remaining Inconspicuous.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Latent Space Embedding for Retrieval in Question-Answer Archives.
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

2016
Fast rumor source identification via random walks.
Soc. Netw. Anal. Min., 2016

A Robust UCB scheme for active learning in regression from strategic crowds.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Edge conductance estimation using MCMC.
Proceedings of the 54th Annual Allerton Conference on Communication, 2016

2015
Truthful Interval Cover Mechanisms for Crowdsourcing Applications.
Proceedings of the 2015 International Conference on Autonomous Agents and Multiagent Systems, 2015

2014
An Improved Block Coordinate Descent Method for Quadratic Programming in High Dimensions.
CoRR, 2014

Submodularity in Team Formation Problem.
Proceedings of the 2014 SIAM International Conference on Data Mining, 2014

Discovering signature of social networks with application to community detection.
Proceedings of the Sixth International Conference on Communication Systems and Networks, 2014

Learning to Propagate Rare Labels.
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

2012
Mechanism Design for Time Critical and Cost Critical Task Execution via Crowdsourcing.
Proceedings of the Internet and Network Economics - 8th International Workshop, 2012

Mechanism Design for Cost Optimal PAC Learning in the Presence of Strategic Noisy Annotators.
Proceedings of the Twenty-Eighth Conference on Uncertainty in Artificial Intelligence, 2012

Threats and Trade-Offs in Resource Critical Crowdsourcing Tasks Over Networks.
Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012

2011
Adaptive policies for selecting groupon style chunked reward ads in a stochastic knapsack framework.
Proceedings of the 20th International Conference on World Wide Web, 2011

A Game Theoretic Approach for Feature Clustering and Its Application to Feature Selection.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2011

2009
Game Theoretic Problems in Network Economics and Mechanism Design Solutions.
Advanced Information and Knowledge Processing, Springer, ISBN: 978-1-84800-938-7, 2009

An Optimal Mechanism for Sponsored Search Auctions on the Web and Comparison With Other Mechanisms.
IEEE Trans Autom. Sci. Eng., 2009

Nash Bargaining Based Ad Networks for Sponsored Search Auctions.
Proceedings of the 2009 IEEE Conference on Commerce and Enterprise Computing, 2009

CAESAR: A Context-Aware, Social Recommender System for Low-End Mobile Devices.
Proceedings of the MDM 2009, 2009

2008
Mechanism Design for Single Leader Stackelberg Problems and Application to Procurement Auction Design.
IEEE Trans Autom. Sci. Eng., 2008

A Nash bargaining approach to retention enhancing bid optimization in sponsored search auctions with discrete bids.
Proceedings of the 2008 IEEE International Conference on Automation Science and Engineering, 2008

Mining Top Issues from Contact Center Logs for Self Help Portals.
Proceedings of the 2008 IEEE International Conference on Services Computing (SCC 2008), 2008

Auction Based Models for Ticket Allocation Problem in IT Service Delivery Industry.
Proceedings of the 2008 IEEE International Conference on Services Computing (SCC 2008), 2008

2007
A primal-dual algorithm for computing Fisher equilibrium in the absence of gross substitutability property.
Theor. Comput. Sci., 2007

Design of an Optimal Auction for Sponsored Search Auction.
Proceedings of the 9th IEEE International Conference on E-Commerce Technology (CEC 2007) / 4th IEEE International Conference on Enterprise Computing, 2007

Efficient Internet Chat Services for Help Desk Agents.
Proceedings of the 2007 IEEE International Conference on Services Computing (SCC 2007), 2007

2006
Achieving sharp deliveries in supply chains through variance pool allocation.
Eur. J. Oper. Res., 2006

2005
Price of Anarchy of Network Routing Games with Incomplete Information.
Proceedings of the Internet and Network Economics, First International Workshop, 2005

Design of Incentive Compatible Mechanisms for Stackelberg Problems.
Proceedings of the Internet and Network Economics, First International Workshop, 2005

A Groves Mechanism Approach to Decentralized Design of Supply Chains.
Proceedings of the 7th IEEE International Conference on E-Commerce Technology (CEC 2005), 2005

2004
Design of six sigma supply chains.
IEEE Trans Autom. Sci. Eng., 2004

2003
A new approach to achieving sharp and timely deliveries in supply chain networks.
Proceedings of the 2003 IEEE/RSJ International Conference on Intelligent Robots and Systems, Las Vegas, Nevada, USA, October 27, 2003


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