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Amit Sharma
Amit Sharma
Principal Researcher, Microsoft Research
Verified email at cornell.edu - Homepage
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
9742020
Prediction and explanation in social systems
JM Hofman, A Sharma, DJ Watts
Science 355 (6324), 486-488, 2017
4552017
Domain generalization using causal matching
D Mahajan, S Tople, A Sharma
International Conference on Machine Learning, 7313-7324, 2021
2592021
Preserving causal constraints in counterfactual explanations for machine learning classifiers
D Mahajan, C Tan, A Sharma
arXiv preprint arXiv:1912.03277, 2019
2182019
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
1942006
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
1812013
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
1642016
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
1472003
DoWhy: An end-to-end library for causal inference
A Sharma, E Kiciman
arXiv preprint arXiv:2011.04216, 2020
1432020
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
1432015
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
1132016
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
1042017
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
992013
Insight into thermophiles and their wide-spectrum applications
R Mehta, P Singhal, H Singh, D Damle, AK Sharma
3 Biotech 6, 1-9, 2016
982016
Causal reasoning and large language models: Opening a new frontier for causality
E Kıcıman, R Ness, A Sharma, C Tan
arXiv preprint arXiv:2305.00050, 2023
972023
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
952008
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
902021
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
872011
Technology readiness levels for machine learning systems
A Lavin, CM Gilligan-Lee, A Visnjic, S Ganju, D Newman, S Ganguly, ...
Nature Communications 13 (1), 6039, 2022
842022
Digital Innovations for Global Mental Health: Opportunities for Data Science, Task Sharing, and Early Intervention
JA Naslund, PP Gonsalves, O Gruebner, SR Pendse, SL Smith, A Sharma, ...
Current Treatment Options in Psychiatry, 1-15, 2019
692019
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