Vijay Arya

ORCID

Publication Activity (10 Years)

Years Active: 2001-2023
Publications (10 Years): 49

Top Venues

University of Nice Sophia Antipolis, France (PHD)

Education History

University of Nice Sophia Antipolis, France

PHD

Publications

Giridhar Ganapavarapu, Sumanta Mukherjee, Natalia Martinez Gil, Kanthi K. Sarpatwar, Amaresh Rajasekharan, Amit Dhurandhar, Vijay Arya, Roman Vaculín
AI Explainability 360 Toolkit for Time-Series and Industrial Use Cases. KDD (2023)
Vijay Arya, Diptikalyan Saha, Sandeep Hans, Amaresh Rajasekharan, Tony Tang
Global Explanations for Multivariate time series models. COMAD/CODS (2023)
Amit Dhurandhar, Karthikeyan Natesan Ramamurthy, Kartik Ahuja, Vijay Arya
Locally Invariant Explanations: Towards Stable and Unidirectional Explanations through Local Invariant Learning. NeurIPS (2023)
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
AI Explainability 360: Impact and Design. AAAI (2022)
Amit Dhurandhar, Karthikeyan Ramamurthy, Kartik Ahuja, Vijay Arya
Locally Invariant Explanations: Towards Stable and Unidirectional Explanations through Local Invariant Learning. CoRR (2022)
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
AI Explainability 360 Toolkit. COMAD/CODS (2021)
Qing Wang, Larisa Shwartz, Genady Ya. Grabarnik, Vijay Arya, Karthikeyan Shanmugam
Detecting Causal Structure on Cloud Application Microservices Using Granger Causality Models. CLOUD (2021)
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
AI Explainability 360: Impact and Design. CoRR (2021)
Vijay Arya, Karthikeyan Shanmugam, Pooja Aggarwal, Qing Wang, Prateeti Mohapatra, Seema Nagar
Evaluation of Causal Inference Techniques for AIOps. COMAD/CODS (2021)
Vijay Arya, Sayandeep Sen, Palanivel A. Kodeswaran
Blockchain Enabled Trustless API Marketplace. COMSNETS (2020)
Karan Dabas, Nishtha Madaan, Vijay Arya, Sameep Mehta, Gautam Singh, Tanmoy Chakraborty
Fair Transfer of Multiple Style Attributes in Text. CoRR (2020)
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
AI Explainability 360: An Extensible Toolkit for Understanding Data and Machine Learning Models. J. Mach. Learn. Res. 21 (2020)
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
AI explainability 360: hands-on tutorial. FAT* (2020)
Nishant Baranwal Somy, Kalapriya Kannan, Vijay Arya, Sandeep Hans, Abhishek Singh, Pranay Lohia, Sameep Mehta
Ownership preserving AI Market Places using Blockchain. CoRR (2020)
Nishant Baranwal Somy, Kalapriya Kannan, Vijay Arya, Sandeep Hans, Abhishek Singh, Pranay Lohia, Sameep Mehta
Ownership Preserving AI Market Places Using Blockchain. Blockchain (2019)
Kumar Saurav, Vijay Arya
Efficient Management of Building Energy Resources. COMSNETS (2019)
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
One Explanation Does Not Fit All: A Toolkit and Taxonomy of AI Explainability Techniques. CoRR (2019)
Vijay Arya, Sayandeep Sen, Palanivel A. Kodeswaran
Blockchain Enabled Trustless API Marketplace. CoRR (2018)
Manish Kesarwani, Bhaskar Mukhoty, Vijay Arya, Sameep Mehta
Model Extraction Warning in MLaaS Paradigm. ACSAC (2018)
Kumar Saurav, Vijay Arya
Minimizing energy costs of commercial buildings by integrating demand side and supply side strategies. e-Energy (2018)
Amar Prakash Azad, Manikandan Padmanaban, Vijay Arya
A data lens into MPPT efficiency and PV power prediction. ISGT (2018)
Kumar Saurav, Arun Vishwanath, Vikas Chandan, Vijay Arya
Optimal pre-cooling time: A closed form analysis. ISGT (2018)
Kumar Saurav, Sambaran Bandyopadhyay, Pratyush Kumar, Vijay Arya
Algorithm to control power production from solar photovoltaic panels. ISGT (2018)
Sambaran Bandyopadhyay, Kalyan Dasgupta, Vijay Arya, Sathyajith Mathew, Iskandarbin Petra, A. Alias
Energy-Efficiency Potential of Behavioral Initiatives: An Experimental Case Study from Brunei. e-Energy (2017)
Manish Kesarwani, Bhaskar Mukhoty, Vijay Arya, Sameep Mehta
Model Extraction Warning in MLaaS Paradigm. CoRR (2017)
Sambaran Bandyopadhyay, Kalyan Dasgupta, Vijay Arya, Sathyajith Mathew, Iskandarbin Petra, A. Alias
PV Potential in Oil & Sun Rich Nations: An Experimental Case Study from Brunei. e-Energy (2017)
Kumar Saurav, Sambaran Bandyopadhyay, Pratyush Kumar, Vijay Arya
Algorithm to Control Power Production from Solar Panels. e-Energy (2017)
Kartik Palani, Ramachandra Kota, Amar Prakash Azad, Vijay Arya
Blue Skies: A Methodology for Data-Driven Clear Sky Modelling. IJCAI (2017)
Saptarshi Bhattacharya, Vikas Chandan, Vijay Arya, Koushik Kar
DReAM: Demand Response Architecture for Multi-level District Heating and Cooling Networks. e-Energy (2017)
Kumar Saurav, Heena Bansal, Megha Nawhal, Vijay Arya, Vikas Chandan
Algorithmic approach to minimize the energy cost of commercial buildings in developing countries. SmartGridComm (2017)
Pratyush Kumar, Vijay Arya, Daniel A. Bowden, Larry Kohrmann
Leveraging DERs to improve the inference of distribution network topology. SmartGridComm (2017)
Sambaran Bandyopadhyay, Ramasuri Narayanam, Pratyush Kumar, Sarvapali D. Ramchurn, Vijay Arya, Iskandarbin Petra
An Axiomatic Framework for Ex-Ante Dynamic Pricing Mechanisms in Smart Grid. AAAI (2016)
Ramachandra Kota, Vijay Arya, Daniel A. Bowden
Inferring non-outage events using meter voltage data. e-Energy (Posters) (2016)
Mohit Jain, Vikas Chandan, Ashok Pon Kumar, Vijay Arya, Sridhar R, Babitha Ramesh
Software-only occupancy inference in a workplace findings from a field trial. ISGT (2016)
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
Unlocking the hidden potential of data towards efficient buildings: Findings from a pilot study in India. ISGT Europe (2016)
Kumar Saurav, Heena Bansal, Megha Nawhal, A. Kumar, Vikas Chandan, Vijay Arya, Sridhar R, Babitha Ramesh
Optimizing energy costs of commercial buildings in developing countries. e-Energy (Posters) (2016)
Kumar Saurav, Heena Bansal, Megha Nawhal, Vikas Chandan, Vijay Arya
Minimizing energy costs of commercial buildings in developing countries. SmartGridComm (2016)
Saptarshi Bhattacharya, Vikas Chandan, Vijay Arya, Koushik Kar
Fairness based Demand Response in DHC networks using real time parameter identification. SmartGridComm (2016)
Sambaran Bandyopadhyay, Pratyush Kumar, Vijay Arya
Planning Curtailment of Renewable Generation in Power Grids. ICAPS (2016)
Nikhil Hooda, Pratyush Kumar, Amar Prakash Azad, Vijay Arya, Mohamad Iskandar Petra
Combining data with physics to monitor solar panels. e-Energy (Posters) (2016)
Saptarshi Bhattacharya, Vikas Chandan, Vijay Arya, Koushik Kar
Thermally-fair demand response for district heating and cooling (DHC) networks. e-Energy (2016)
Subendhu Rongali, Tanuja Ganu, Manikandan Padmanabhan, Vijay Arya, Shivkumar Kalyanaraman, Mohamad Iskandar Petra
iPlug: Decentralised dispatch of distributed generation. COMSNETS (2016)
Nikhil Hooda, Amar P. Azad, Pratyush Kumar, Kumar Saurav, Vijay Arya, M. Iskandar Petra
PV power predictors for condition monitoring. SmartGridComm (2016)
Rajendu Mitra, Vijay Arya, Brian Sullivan, Richard Mueller, Heather Storey, Gerard Labut
Using Analytics to Minimize Errors in the Connectivity Model of a Power Distribution Network. e-Energy (2015)
Rajendu Mitra, Ramachandra Kota, Sambaran Bandyopadhyay, Vijay Arya, Brian Sullivan, Richard Mueller, Heather Storey, Gerard Labut
Voltage Correlations in Smart Meter Data. KDD (2015)
Subendhu Rongali, Anamitra R. Choudhury, Vikas Chandan, Vijay Arya
A context vector regression based approach for demand forecasting in district heating networks. ISGT Asia (2015)
Sambaran Bandyopadhyay, Ramachandra Kota, Rajendu Mitra, Vijay Arya, Brian Sullivan, Richard Mueller, Heather Storey, Gerard Labut
Machine learning for inferring phase connectivity in distribution networks. SmartGridComm (2015)
Sambaran Bandyopadhyay, Tanuja Ganu, Harshad Khadilkar, Vijay Arya
Individual and Aggregate Electrical Load Forecasting: One for All and All for One. e-Energy (2015)
Anand Seetharam, Partha Dutta, Vijay Arya, Jim Kurose, Malolan Chetlur, Shivkumar Kalyanaraman
On Managing Quality of Experience of Multiple Video Streams in Wireless Networks. IEEE Trans. Mob. Comput. 14 (3) (2015)
Vijay Arya, Balakrishnan Narayanaswamy
Loss localisation in smart distribution networks. COMSNETS (2014)
Tanuja Ganu, Dwi A. P. Rahayu, Deva P. Seetharam, Rajesh Kunnath, Ashok Pon Kumar, Vijay Arya, Saiful A. Husain, Shivkumar Kalyanaraman
SocketWatch: An autonomous appliance monitoring system. PerCom (2014)
Vijay Arya, Partha Dutta, Shivkumar Kalyanaraman
On mitigating wind energy variability with storage. COMSNETS (2013)
Tanuja Ganu, Deva P. Seetharam, Vijay Arya, Jagabondhu Hazra, Deeksha Sinha, Rajesh Kunnath, Liyanage Chandratilake De Silva, Saiful A. Husain, Shivkumar Kalyanaraman
nPlug: An Autonomous Peak Load Controller. IEEE J. Sel. Areas Commun. 31 (7) (2013)
Vijay Arya, Rajendu Mitra
Voltage-based clustering to identify connectivity relationships in distribution networks. SmartGridComm (2013)
George A. Thanos, Marilena Minou, Tanuja Ganu, Vijay Arya, Dipanjan Chakraborty, Jan van Deventer, George D. Stamoulis
Evaluating demand response programs by means of key performance indicators. COMSNETS (2013)
Vijay Arya, T. S. Jayram, Soumitra Pal, Shivkumar Kalyanaraman
Inferring connectivity model from meter measurements in distribution networks. e-Energy (2013)
Vijay Arya, Darryl Veitch
Sparsity without the Complexity: Loss Localisation Using Tree Measurements. Networking (1) (2012)
Partha Dutta, Anand Seetharam, Vijay Arya, Malolan Chetlur, Shivkumar Kalyanaraman, Jim Kurose
On managing quality of experience of multiple video streams in wireless networks. INFOCOM (2012)
Tanuja Ganu, Jagabondhu Hazra, Deva P. Seetharam, Saiful A. Husain, Vijay Arya, Liyanage Chandratilake De Silva, Rajesh Kunnath, Shivkumar Kalyanaraman
nPlug: a smart plug for alleviating peak loads. e-Energy (2012)
Vijay Arya, Jagabondhu Hazra, Palanivel A. Kodeswaran, Deva P. Seetharam, Nilanjan Banerjee, Shivkumar Kalyanaraman
CPS-Net: In-network aggregation for synchrophasor applications. COMSNETS (2011)
Vijay Arya, Deva P. Seetharam, Shivkumar Kalyanaraman, Kejitan Dontas, Christopher J. Pavlovski, Steve Hoy, Jayant R. Kalagnanam
Phase identification in smart grids. SmartGridComm (2011)
T. S. Jayram, Soumitra Pal, Vijay Arya
Recovery of a Sparse Integer Solution to an Underdetermined System of Linear Equations CoRR (2011)
Vijay Arya, Darryl Veitch
Sparsity without the Complexity: Loss Localisation using Tree Measurements CoRR (2011)
Vijay Arya, Nick G. Duffield, Darryl Veitch
Temporal Delay Tomography. INFOCOM (2008)
Vijay Arya, Nick G. Duffield, Darryl Veitch
Multicast inference of temporal loss characteristics. Perform. Evaluation 64 (9-12) (2007)
Torsten Braun, Vijay Arya, Thierry Turletti
Explicit routing in multicast overlay networks. Comput. Commun. 29 (12) (2006)
Vijay Arya, Thierry Turletti, Shivkumar Kalyanaraman
Encodings of Multicast Trees. NETWORKING (2005)
Torsten Braun, Vijay Arya, Thierry Turletti
A Backup Tree Algorithm for Multicast Overlay Networks. NETWORKING (2005)
Nick G. Duffield, Vijay Arya, R. Bellino, Timur Friedman, Joseph Horowitz, Donald F. Towsley, Thierry Turletti
Network tomography from aggregate loss reports. Perform. Evaluation 62 (1-4) (2005)
Vijay Arya, Naveen Garg, Rohit Khandekar, Adam Meyerson, Kamesh Munagala, Vinayaka Pandit
Local Search Heuristics for k-Median and Facility Location Problems. SIAM J. Comput. 33 (3) (2004)
Vijay Arya, Thierry Turletti
Accurate and Explicit Differentiation of Wireless and Congestion Losses. ICDCS Workshops (2003)
Vijay Arya, Naveen Garg, Rohit Khandekar, Adam Meyerson, Kamesh Munagala, Vinayaka Pandit
Local search heuristic for k-median and facility location problems. STOC (2001)

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Publication Activity (10 Years)

Top Topics

Top Venues

Vijay Arya