Amit Sharma

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39 articles

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Chenhao TanUniversity of ChicagoVerified email at chenhaot.com
Ramaravind Kommiya MothilalUniversity of TorontoVerified email at mail.utoronto.ca
Duncan J WattsUniversity of PennsylvaniaVerified email at seas.upenn.edu
Dan CosleyNational Science FoundationVerified email at nsf.gov
Jake HofmanSenior Principal Researcher, Microsoft ResearchVerified email at microsoft.com
Emre KıcımanSenior Principal Researcher, Microsoft ResearchVerified email at microsoft.com
Sachin R PendsePhD Candidate (advised by Munmun De Choudhury and Neha Kumar) at Georgia TechVerified email at gatech.edu
Shruti TopleAzure Research, MicrosoftVerified email at microsoft.com
Ashton AndersonAssistant Professor of Computer Science, University of TorontoVerified email at cs.toronto.edu
John A. NaslundHarvard Medical SchoolVerified email at hms.harvard.edu
Travis MartinGoogleVerified email at umich.edu
Bistra DilkinaAssoc. Professor of Computer Science and co-Director of the Center for AI in Society, USCVerified email at usc.edu
Bryan WilderAssistant Professor of Machine Learning, Carnegie Mellon UniversityVerified email at andrew.cmu.edu
Milind TambeProfessor & Director CRCS Center @Harvard; Director "AI for Social Good" @Google ResearchVerified email at harvard.edu
Jackson A KillianPh.D. Student, Harvard UniversityVerified email at g.harvard.edu
Hanna WallachPartner Research Manager, Microsoft ResearchVerified email at dirichlet.net
Rishabh MehrotraHead of AI, SourcegraphVerified email at sourcegraph.com
Fernando DiazCarnegie Mellon UniversityVerified email at acm.org
gargi dasguptaIBM Research LabVerified email at in.ibm.com
Mathias LécuyerUniversity of British ColumbiaVerified email at ubc.ca

Amit Sharma

Principal Researcher, Microsoft Research

Verified email at cornell.edu - Homepage

Causal machine learning Responsible AI Mental Health & Technology


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Explaining machine learning classifiers through diverse counterfactual explanations RK Mothilal, A Sharma, C Tan Proceedings of the 2020 conference on fairness, accountability, and …, 2020	817	2020
Prediction and explanation in social systems JM Hofman, A Sharma, DJ Watts Science 355 (6324), 486-488, 2017	435	2017
Plant growth-promoting bacterium Pseudomonas sp. strain GRP3 influences iron acquisition in mung bean (Vigna radiata L. Wilzeck) A Sharma, BN Johri, AK Sharma, BR Glick Soil Biology and Biochemistry 35 (7), 887-894, 2003	389	2003
Domain generalization using causal matching D Mahajan, S Tople, A Sharma International Conference on Machine Learning, 7313-7324, 2021	211	2021
Topology-aware task mapping for reducing communication contention on large parallel machines T Agarwal, A Sharma, A Laxmikant, LV Kalé Proceedings 20th IEEE International Parallel & Distributed Processing …, 2006	192	2006
Preserving causal constraints in counterfactual explanations for machine learning classifiers D Mahajan, C Tan, A Sharma arXiv preprint arXiv:1912.03277, 2019	187	2019
Do social explanations work? Studying and modeling the effects of social explanations in recommender systems A Sharma, D Cosley Proceedings of the 22nd international conference on World Wide Web, 1133-1144, 2013	173	2013
Exploring limits to prediction in complex social systems T Martin, JM Hofman, A Sharma, A Anderson, DJ Watts Proceedings of the 25th international conference on world wide web, 683-694, 2016	158	2016
Rhizobacterial diversity in India and its influence on soil and plant health BN Johri, A Sharma, JS Virdi Biotechnology in India I, 49-89, 2003	146	2003
Optimal hedge ratios for clean energy equities W Ahmad, P Sadorsky, A Sharma Economic Modelling 72, 278-295, 2018	141	2018
Estimating the causal impact of recommendation systems from observational data A Sharma, J Hofman, D Watts Proceedings of the Sixteenth ACM Conference on Economics and Computation …, 2015	135	2015
DoWhy: An end-to-end library for causal inference A Sharma, E Kiciman arXiv preprint arXiv:2011.04216, 2020	115	2020
Predictability of popularity: Gaps between prediction and understanding B Shulman, A Sharma, D Cosley Proceedings of the international AAAI conference on web and social media 10 …, 2016	110	2016
Auditing search engines for differential satisfaction across demographics R Mehrotra, A Anderson, F Diaz, A Sharma, H Wallach, E Yilmaz Proceedings of the 26th international conference on World Wide Web companion …, 2017	102	2017
Cytology of several members of Zingiberaceae and a study of the inconstancy of their chromosome complement. AK Sharma Cellule 59, 299-345, 1959	97	1959
Effect of α tocopherol and selenium on antioxidant status, lipid peroxidation and hepatopathy induced by malathion in chicks S Sodhi, A Sharma, APS Brar, RS Brar Pesticide biochemistry and physiology 90 (2), 82-86, 2008	91	2008
Workload management for power efficiency in virtualized data centers G Dasgupta, A Sharma, A Verma, A Neogi, R Kothari Communications of the ACM 54 (7), 131-141, 2011	87	2011
Plant essential oils as mosquito repellent-a review B Kalita, S Bora, AK Sharma Int. J. Res. Dev. Pharm. Life Sci 3 (1), 741-747, 2013	84	2013
Insight into thermophiles and their wide-spectrum applications R Mehta, P Singhal, H Singh, D Damle, AK Sharma 3 Biotech 6, 1-9, 2016	77	2016
Towards unifying feature attribution and counterfactual explanations: Different means to the same end R Kommiya Mothilal, D Mahajan, C Tan, A Sharma Proceedings of the 2021 AAAI/ACM Conference on AI, Ethics, and Society, 652-663, 2021	67	2021

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