Nipun Batra

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Amarjeet SinghUCLA IIIT DelhiVerified email at iiitd.ac.in
Kamin WhitehouseProfessor of Computer Science, University of VirginiaVerified email at virginia.edu
Mani SrivastavaProfessor of Electrical & Computer Engineering, and Professor of Computer Science, UCLAVerified email at ucla.edu
Alex RogersProfessor of Computer Science, University of OxfordVerified email at cs.ox.ac.uk
Haimonti DuttaDepartment of Management Science and Systems, University at Buffalo, New YorkVerified email at buffalo.edu
William KnottenbeltProfessor of Applied Quantitative Analysis, Department of Computing, Imperial College LondonVerified email at doc.ic.ac.uk
Jack Kellyex Imperial & DeepMind. Now running non-profit focused on climate change mitigation.Verified email at imperial.ac.uk
Pushpendra SinghIIIT DelhiVerified email at iiitd.ac.in
Hongning WangAssociate Professor, Department of Computer Science, University of VirginiaVerified email at virginia.edu
Manoj GulatiNational University of SingaporeVerified email at nus.edu.sg
Mingjun ZhongDepartment of Computing Science, University of Aberdeen, UKVerified email at abdn.ac.uk
Paulo C. M. MeiraUniversity of CampinasVerified email at dsee.fee.unicamp.br
Rishiraj AdhikaryIIT GandhinagarVerified email at iitgn.ac.in
Pandarasamy ArjunanAssistant Professor, Indian Institute of ScienceVerified email at iisc.ac.in
Yiling JiaGoogle ResearchVerified email at google.com
Apoorv AgnihotriDeep Learning Researcher, Rephrase AIVerified email at alumni.iitgn.ac.in
Zeel B PatelIIT GandhinagarVerified email at iitgn.ac.in
Rajat KumarData Science Associate II @ Philips Research | Ex-TCS ResearchVerified email at philips.com
Sudhakar KumawatInstitute for Datability Science, Osaka UniversityVerified email at ids.osaka-u.ac.jp
Pratik KayalUniversity of Amsterdam , Indian Institute of Technology GandhinagarVerified email at iitgn.ac.in

Nipun Batra

IIT Gandhinagar

Verified email at iitgn.ac.in - Homepage

Computational sustainability Smart buildings Energy disaggregation NILM Air quality


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NILMTK: An open source toolkit for non-intrusive load monitoring N Batra, J Kelly, O Parson, H Dutta, W Knottenbelt, A Rogers, A Singh, ... Proceedings of the 5th international conference on Future energy systems …, 2014	604	2014
PlantDoc: A dataset for visual plant disease detection D Singh, N Jain, P Jain, P Kayal, S Kumawat, N Batra Proceedings of the 7th ACM IKDD CoDS and 25th COMAD, 249-253, 2020	246	2020
It's Different: Insights into home energy consumption in India N Batra, M Gulati, A Singh, MB Srivastava Proceedings of the 5th ACM Workshop on Embedded Systems For Energy-Efficient …, 2013	201	2013
Dataport and NILMTK: A building data set designed for non-intrusive load monitoring O Parson, G Fisher, A Hersey, N Batra, J Kelly, A Singh, W Knottenbelt, ... 2015 ieee global conference on signal and information processing (globalsip …, 2015	134	2015
A comparison of non-intrusive load monitoring methods for commercial and residential buildings N Batra, O Parson, M Berges, A Singh, A Rogers arXiv preprint arXiv:1408.6595, 2014	128	2014
Towards reproducible state-of-the-art energy disaggregation N Batra, R Kukunuri, A Pandey, R Malakar, R Kumar, O Krystalakos, ... Proceedings of the 6th ACM international conference on systems for energy …, 2019	106	2019
Sensoract: a privacy and security aware federated middleware for building management P Arjunan, N Batra, H Choi, A Singh, P Singh, MB Srivastava Proceedings of the Fourth ACM Workshop on Embedded Sensing Systems for …, 2012	71	2012
If You Measure It, Can You Improve It? Exploring The Value of Energy Disaggregation N Batra, A Singh, K Whitehouse Proceedings of the 2nd ACM International Conference on Embedded Systems for …, 2015	61	2015
Nilmtk v0. 2: a non-intrusive load monitoring toolkit for large scale data sets: demo abstract J Kelly, N Batra, O Parson, H Dutta, W Knottenbelt, A Rogers, A Singh, ... Proceedings of the 1st ACM Conference on Embedded Systems for Energy …, 2014	51	2014
Exploring bayesian optimization A Agnihotri, N Batra Distill 5 (5), e26, 2020	49	2020
INDiC: Improved Non-Intrusive load monitoring using load Division and Calibration N Batra, H Dutta, A Singh 12th International Conference on Machine Learning and Applications (ICMLA’13), 2013	47	2013
Gemello: Creating a detailed energy breakdown from just the monthly electricity bill N Batra, A Singh, K Whitehouse Proceedings of the 22nd ACM SIGKDD international conference on Knowledge …, 2016	42	2016
Experiences with Occupancy Based Building Management Systems N Batra, P Arjunan, A Singh, P Singh Intelligent Sensors, Sensor Networks and Information Processing, 2013 IEEE …, 2013	37	2013
Edgenilm: towards nilm on edge devices R Kukunuri, A Aglawe, J Chauhan, K Bhagtani, R Patil, S Walia, N Batra Proceedings of the 7th ACM International Conference on Systems for Energy …, 2020	33	2020
Neighbourhood nilm: A big-data approach to household energy disaggregation N Batra, A Singh, K Whitehouse arXiv preprint arXiv:1511.02900, 2015	32	2015
Data driven energy efficiency in buildings N Batra, A Singh, P Singh, H Dutta, V Sarangan, M Srivastava arXiv preprint arXiv:1404.7227, 2014	30	2014
Rimor towards identifying anomalous appliances in buildings H Rashid, N Batra, P Singh Proceedings of the 5th Conference on Systems for Built Environments, 33-42, 2018	29	2018
Matrix Factorisation for Scalable Energy Breakdown N Batra, H Wang, A Singh, K Whitehouse AAAI 2017, 2017	28	2017
A tree-structured neural network model for household energy breakdown Y Jia, N Batra, H Wang, K Whitehouse The World Wide Web Conference, 2872-2878, 2019	27	2019
Transferring Decomposed Tensors for Scalable Energy Breakdown across Regions N Batra, Y Jia, H Wang, K Whitehouse AAAI 2018, 2018	27	2018

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