Vijay Arya

According to our database, Vijay Arya authored at least 66 papers between 2001 and 2023.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of three.

2023

Locally Invariant Explanations: Towards Stable and Unidirectional Explanations through Local Invariant Learning.

Amit Dhurandhar, Karthikeyan Natesan Ramamurthy, Kartik Ahuja, Vijay Arya

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

AI Explainability 360 Toolkit for Time-Series and Industrial Use Cases.

Giridhar Ganapavarapu, Sumanta Mukherjee, Natalia Martinez Gil, Kanthi K. Sarpatwar, Amaresh Rajasekharan, Amit Dhurandhar, Vijay Arya, Roman Vaculín

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Global Explanations for Multivariate time series models.

Vijay Arya, Diptikalyan Saha, Sandeep Hans, Amaresh Rajasekharan, Tony Tang

Proceedings of the 6th Joint International Conference on Data Science & Management of Data (10th ACM IKDD CODS and 28th COMAD), 2023

2022

AI Explainability 360: Impact and Design.

Vijay Arya, Rachel K. E. Bellamy, Pin-Yu Chen, Amit Dhurandhar, Michael Hind, Samuel C. Hoffman, Stephanie Houde, Q. Vera Liao, Ronny Luss, Aleksandra Mojsilovic, Sami Mourad, Pablo Pedemonte, Ramya Raghavendra, John T. Richards, Prasanna Sattigeri, Karthikeyan Shanmugam, Moninder Singh, Kush R. Varshney, Dennis Wei, Yunfeng Zhang

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Evaluation of Causal Inference Techniques for AIOps.

Vijay Arya, Karthikeyan Shanmugam, Pooja Aggarwal, Qing Wang, Prateeti Mohapatra, Seema Nagar

Proceedings of the CODS-COMAD 2021: 8th ACM IKDD CODS and 26th COMAD, 2021

AI Explainability 360 Toolkit.

Vijay Arya, Rachel K. E. Bellamy, Pin-Yu Chen, Amit Dhurandhar, Michael Hind, Samuel C. Hoffman, Stephanie Houde, Q. Vera Liao, Ronny Luss, Aleksandra Mojsilovic, Sami Mourad, Pablo Pedemonte, Ramya Raghavendra, John T. Richards, Prasanna Sattigeri, Karthikeyan Shanmugam, Moninder Singh, Kush R. Varshney, Dennis Wei, Yunfeng Zhang

Proceedings of the CODS-COMAD 2021: 8th ACM IKDD CODS and 26th COMAD, 2021

Detecting Causal Structure on Cloud Application Microservices Using Granger Causality Models.

Qing Wang, Larisa Shwartz, Genady Ya. Grabarnik, Vijay Arya, Karthikeyan Shanmugam

Proceedings of the 14th IEEE International Conference on Cloud Computing, 2021

2020

AI Explainability 360: An Extensible Toolkit for Understanding Data and Machine Learning Models.

Vijay Arya, Rachel K. E. Bellamy, Pin-Yu Chen, Amit Dhurandhar, Michael Hind, Samuel C. Hoffman, Stephanie Houde, Q. Vera Liao, Ronny Luss, Aleksandra Mojsilovic, Sami Mourad, Pablo Pedemonte, Ramya Raghavendra, John T. Richards, Prasanna Sattigeri, Karthikeyan Shanmugam, Moninder Singh, Kush R. Varshney, Dennis Wei, Yunfeng Zhang

J. Mach. Learn. Res., 2020

Fair Transfer of Multiple Style Attributes in Text.

Karan Dabas, Nishtha Madaan, Vijay Arya, Sameep Mehta, Gautam Singh, Tanmoy Chakraborty

CoRR, 2020

AI explainability 360: hands-on tutorial.

Vijay Arya, Rachel K. E. Bellamy, Pin-Yu Chen, Amit Dhurandhar, Michael Hind, Samuel C. Hoffman, Stephanie Houde, Q. Vera Liao, Ronny Luss, Aleksandra Mojsilovic, Sami Mourad, Pablo Pedemonte, Ramya Raghavendra, John T. Richards, Prasanna Sattigeri, Karthikeyan Shanmugam, Moninder Singh, Kush R. Varshney, Dennis Wei, Yunfeng Zhang

Proceedings of the FAT* '20: Conference on Fairness, 2020

Blockchain Enabled Trustless API Marketplace.

Vijay Arya, Sayandeep Sen, Palanivel A. Kodeswaran

Proceedings of the 2020 International Conference on COMmunication Systems & NETworkS, 2020

2019

One Explanation Does Not Fit All: A Toolkit and Taxonomy of AI Explainability Techniques.

Vijay Arya, Rachel K. E. Bellamy, Pin-Yu Chen, Amit Dhurandhar, Michael Hind, Samuel C. Hoffman, Stephanie Houde, Q. Vera Liao, Ronny Luss, Aleksandra Mojsilovic, Sami Mourad, Pablo Pedemonte, Ramya Raghavendra, John T. Richards, Prasanna Sattigeri, Karthikeyan Shanmugam, Moninder Singh, Kush R. Varshney, Dennis Wei, Yunfeng Zhang

CoRR, 2019

Efficient Management of Building Energy Resources.

Kumar Saurav, Vijay Arya

Proceedings of the 11th International Conference on Communication Systems & Networks, 2019

Ownership Preserving AI Market Places Using Blockchain.

Nishant Baranwal Somy, Kalapriya Kannan, Vijay Arya, Sandeep Hans, Abhishek Singh, Pranay Lohia, Sameep Mehta

Proceedings of the IEEE International Conference on Blockchain, 2019

2018

Optimal pre-cooling time: A closed form analysis.

Kumar Saurav, Arun Vishwanath, Vikas Chandan, Vijay Arya

Proceedings of the 2018 IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2018

Algorithm to control power production from solar photovoltaic panels.

Kumar Saurav, Sambaran Bandyopadhyay, Pratyush Kumar, Vijay Arya

Proceedings of the 2018 IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2018

A data lens into MPPT efficiency and PV power prediction.

Amar Prakash Azad, Manikandan Padmanaban, Vijay Arya

Proceedings of the 2018 IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2018

Minimizing energy costs of commercial buildings by integrating demand side and supply side strategies.

Kumar Saurav, Vijay Arya

Proceedings of the Ninth International Conference on Future Energy Systems, 2018

Model Extraction Warning in MLaaS Paradigm.

Manish Kesarwani, Bhaskar Mukhoty, Vijay Arya, Sameep Mehta

Proceedings of the 34th Annual Computer Security Applications Conference, 2018

2017

Algorithmic approach to minimize the energy cost of commercial buildings in developing countries.

Kumar Saurav, Heena Bansal, Megha Nawhal, Vijay Arya, Vikas Chandan

Proceedings of the 2017 IEEE International Conference on Smart Grid Communications, 2017

Leveraging DERs to improve the inference of distribution network topology.

Pratyush Kumar, Vijay Arya, Daniel A. Bowden, Larry Kohrmann

Proceedings of the 2017 IEEE International Conference on Smart Grid Communications, 2017

Blue Skies: A Methodology for Data-Driven Clear Sky Modelling.

Kartik Palani, Ramachandra Kota, Amar Prakash Azad, Vijay Arya

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Algorithm to Control Power Production from Solar Panels.

Kumar Saurav, Sambaran Bandyopadhyay, Pratyush Kumar, Vijay Arya

Proceedings of the Eighth International Conference on Future Energy Systems, 2017

DReAM: Demand Response Architecture for Multi-level District Heating and Cooling Networks.

Saptarshi Bhattacharya, Vikas Chandan, Vijay Arya, Koushik Kar

Proceedings of the Eighth International Conference on Future Energy Systems, 2017

Energy-Efficiency Potential of Behavioral Initiatives: An Experimental Case Study from Brunei.

Sambaran Bandyopadhyay, Kalyan Dasgupta, Vijay Arya, Sathyajith Mathew, Iskandarbin Petra, A. Alias

Proceedings of the Eighth International Conference on Future Energy Systems, 2017

PV Potential in Oil & Sun Rich Nations: An Experimental Case Study from Brunei.

Sambaran Bandyopadhyay, Kalyan Dasgupta, Vijay Arya, Sathyajith Mathew, Iskandarbin Petra, A. Alias

Proceedings of the Eighth International Conference on Future Energy Systems, 2017

2016

Minimizing energy costs of commercial buildings in developing countries.

Kumar Saurav, Heena Bansal, Megha Nawhal, Vikas Chandan, Vijay Arya

Proceedings of the 2016 IEEE International Conference on Smart Grid Communications, 2016

PV power predictors for condition monitoring.

Nikhil Hooda, Amar P. Azad, Pratyush Kumar, Kumar Saurav, Vijay Arya, M. Iskandar Petra

Proceedings of the 2016 IEEE International Conference on Smart Grid Communications, 2016

Fairness based Demand Response in DHC networks using real time parameter identification.

Saptarshi Bhattacharya, Vikas Chandan, Vijay Arya, Koushik Kar

Proceedings of the 2016 IEEE International Conference on Smart Grid Communications, 2016

Unlocking the hidden potential of data towards efficient buildings: Findings from a pilot study in India.

Megha Nawhal, Heena Bansal, Ashok Pon Kumar, Vikas Chandan, Sridhar R, Babitha Ramesh, Sunil Kumar Ghai, Harshad Khadilkar, Deva P. Seetharam, Zainul M. Charbiwala, Vijay Arya, Amith Singhee

Proceedings of the IEEE PES Innovative Smart Grid Technologies Conference Europe, 2016

Software-only occupancy inference in a workplace findings from a field trial.

Mohit Jain, Vikas Chandan, Ashok Pon Kumar, Vijay Arya, Sridhar R, Babitha Ramesh

Proceedings of the 2016 IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2016

Optimizing energy costs of commercial buildings in developing countries.

Kumar Saurav, Heena Bansal, Megha Nawhal, A. Kumar, Vikas Chandan, Vijay Arya, Sridhar R, Babitha Ramesh

Proceedings of the Seventh International Conference on Future Energy Systems, Waterloo, ON, Canada, June 21 - 24, 2016, 2016

Inferring non-outage events using meter voltage data.

Ramachandra Kota, Vijay Arya, Daniel A. Bowden

Proceedings of the Seventh International Conference on Future Energy Systems, Waterloo, ON, Canada, June 21 - 24, 2016, 2016

Combining data with physics to monitor solar panels.

Nikhil Hooda, Pratyush Kumar, Amar Prakash Azad, Vijay Arya, Mohamad Iskandar Petra

Proceedings of the Seventh International Conference on Future Energy Systems, Waterloo, ON, Canada, June 21 - 24, 2016, 2016

Thermally-fair demand response for district heating and cooling (DHC) networks.

Saptarshi Bhattacharya, Vikas Chandan, Vijay Arya, Koushik Kar

Proceedings of the Seventh International Conference on Future Energy Systems, Waterloo, ON, Canada, June 21, 2016

iPlug: Decentralised dispatch of distributed generation.

Subendhu Rongali, Tanuja Ganu, Manikandan Padmanabhan, Vijay Arya, Shivkumar Kalyanaraman, Mohamad Iskandar Petra

Proceedings of the 8th International Conference on Communication Systems and Networks, 2016

Planning Curtailment of Renewable Generation in Power Grids.

Sambaran Bandyopadhyay, Pratyush Kumar, Vijay Arya

Proceedings of the Twenty-Sixth International Conference on Automated Planning and Scheduling, 2016

An Axiomatic Framework for Ex-Ante Dynamic Pricing Mechanisms in Smart Grid.

Sambaran Bandyopadhyay, Ramasuri Narayanam, Pratyush Kumar, Sarvapali D. Ramchurn, Vijay Arya, Iskandarbin Petra

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015

On Managing Quality of Experience of Multiple Video Streams in Wireless Networks.

Anand Seetharam, Partha Dutta, Vijay Arya, Jim Kurose, Malolan Chetlur, Shivkumar Kalyanaraman

IEEE Trans. Mob. Comput., 2015

Machine learning for inferring phase connectivity in distribution networks.

Sambaran Bandyopadhyay, Ramachandra Kota, Rajendu Mitra, Vijay Arya, Brian Sullivan, Richard Mueller, Heather Storey, Gerard Labut

Proceedings of the 2015 IEEE International Conference on Smart Grid Communications, 2015

Voltage Correlations in Smart Meter Data.

Rajendu Mitra, Ramachandra Kota, Sambaran Bandyopadhyay, Vijay Arya, Brian Sullivan, Richard Mueller, Heather Storey, Gerard Labut

Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

A context vector regression based approach for demand forecasting in district heating networks.

Subendhu Rongali, Anamitra R. Choudhury, Vikas Chandan, Vijay Arya

Proceedings of the 2015 IEEE Innovative Smart Grid Technologies, 2015

Using Analytics to Minimize Errors in the Connectivity Model of a Power Distribution Network.

Rajendu Mitra, Vijay Arya, Brian Sullivan, Richard Mueller, Heather Storey, Gerard Labut

Proceedings of the 2015 ACM Sixth International Conference on Future Energy Systems, 2015

Individual and Aggregate Electrical Load Forecasting: One for All and All for One.

Sambaran Bandyopadhyay, Tanuja Ganu, Harshad Khadilkar, Vijay Arya

Proceedings of the 2015 ACM Sixth International Conference on Future Energy Systems, 2015

2014

SocketWatch: An autonomous appliance monitoring system.

Tanuja Ganu, Dwi A. P. Rahayu, Deva P. Seetharam, Rajesh Kunnath, Ashok Pon Kumar, Vijay Arya, Saiful A. Husain, Shivkumar Kalyanaraman

Proceedings of the IEEE International Conference on Pervasive Computing and Communications, 2014

Loss localisation in smart distribution networks.

Vijay Arya, Balakrishnan Narayanaswamy

Proceedings of the Sixth International Conference on Communication Systems and Networks, 2014

2013

nPlug: An Autonomous Peak Load Controller.

Tanuja Ganu, Deva P. Seetharam, Vijay Arya, Jagabondhu Hazra, Deeksha Sinha, Rajesh Kunnath, Liyanage Chandratilake De Silva, Saiful A. Husain, Shivkumar Kalyanaraman

IEEE J. Sel. Areas Commun., 2013

Voltage-based clustering to identify connectivity relationships in distribution networks.

Vijay Arya, Rajendu Mitra

Proceedings of the IEEE Fourth International Conference on Smart Grid Communications, 2013

Inferring connectivity model from meter measurements in distribution networks.

Vijay Arya, T. S. Jayram, Soumitra Pal, Shivkumar Kalyanaraman

Proceedings of the Fourth International Conference on Future Energy Systems, 2013

Evaluating demand response programs by means of key performance indicators.

George A. Thanos, Marilena Minou, Tanuja Ganu, Vijay Arya, Dipanjan Chakraborty, Jan van Deventer, George D. Stamoulis

Proceedings of the Fifth International Conference on Communication Systems and Networks, 2013

On mitigating wind energy variability with storage.

Vijay Arya, Partha Dutta, Shivkumar Kalyanaraman

Proceedings of the Fifth International Conference on Communication Systems and Networks, 2013

2012

Sparsity without the Complexity: Loss Localisation Using Tree Measurements.

Vijay Arya, Darryl Veitch

Proceedings of the NETWORKING 2012, 2012

nPlug: a smart plug for alleviating peak loads.

Tanuja Ganu, Jagabondhu Hazra, Deva P. Seetharam, Saiful A. Husain, Vijay Arya, Liyanage Chandratilake De Silva, Rajesh Kunnath, Shivkumar Kalyanaraman

Proceedings of the 3rd International Conference on Energy-Efficient Computing and Networking, 2012

2011

Recovery of a Sparse Integer Solution to an Underdetermined System of Linear Equations

T. S. Jayram, Soumitra Pal, Vijay Arya

CoRR, 2011

Phase identification in smart grids.

Vijay Arya, Deva P. Seetharam, Shivkumar Kalyanaraman, Kejitan Dontas, Christopher J. Pavlovski, Steve Hoy, Jayant R. Kalagnanam

Proceedings of the IEEE Second International Conference on Smart Grid Communications, 2011

CPS-Net: In-network aggregation for synchrophasor applications.

Vijay Arya, Jagabondhu Hazra, Palanivel A. Kodeswaran, Deva P. Seetharam, Nilanjan Banerjee, Shivkumar Kalyanaraman

Proceedings of the Third International Conference on Communication Systems and Networks, 2011

2008

Temporal Delay Tomography.

Vijay Arya, Nick G. Duffield, Darryl Veitch

Proceedings of the INFOCOM 2008. 27th IEEE International Conference on Computer Communications, 2008

2007

Multicast inference of temporal loss characteristics.

Vijay Arya, Nick G. Duffield, Darryl Veitch

Perform. Evaluation, 2007

2006

Explicit routing in multicast overlay networks.

Torsten Braun, Vijay Arya, Thierry Turletti

Comput. Commun., 2006

2005

Congestion Inference and Traffic Engineering in Networks. (Inférence de congestion et Ingénierie de Trafic dans les Réseaux).

Vijay Arya

PhD thesis, 2005

Network tomography from aggregate loss reports.

Nick G. Duffield, Vijay Arya, R. Bellino, Timur Friedman, Joseph Horowitz, Donald F. Towsley, Thierry Turletti

Perform. Evaluation, 2005

A Backup Tree Algorithm for Multicast Overlay Networks.

Torsten Braun, Vijay Arya, Thierry Turletti

Proceedings of the NETWORKING 2005: Networking Technologies, 2005

Encodings of Multicast Trees.

Vijay Arya, Thierry Turletti, Shivkumar Kalyanaraman

Proceedings of the NETWORKING 2005: Networking Technologies, 2005

2004

Local Search Heuristics for k-Median and Facility Location Problems.

Vijay Arya, Naveen Garg, Rohit Khandekar, Adam Meyerson, Kamesh Munagala, Vinayaka Pandit

SIAM J. Comput., 2004

2003

Accurate and Explicit Differentiation of Wireless and Congestion Losses.

Vijay Arya, Thierry Turletti

Proceedings of the 23rd International Conference on Distributed Computing Systems Workshops (ICDCS 2003 Workshops), 2003

2001

Local search heuristic for k-median and facility location problems.

Vijay Arya, Naveen Garg, Rohit Khandekar, Adam Meyerson, Kamesh Munagala, Vinayaka Pandit

Proceedings of the Proceedings on 33rd Annual ACM Symposium on Theory of Computing, 2001