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Ankur Taly
Ankur Taly
Senior Staff Research Scientist, Google
Geverifieerd e-mailadres voor google.com - Homepage
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Axiomatic attribution for deep networks
M Sundararajan, A Taly, Q Yan
International conference on machine learning, 3319-3328, 2017
73842017
Explainable machine learning in deployment
U Bhatt, A Xiang, S Sharma, A Weller, A Taly, Y Jia, J Ghosh, R Puri, ...
Proceedings of the 2020 conference on fairness, accountability, and …, 2020
7802020
Using a deep learning algorithm and integrated gradients explanation to assist grading for diabetic retinopathy
R Sayres, A Taly, E Rahimy, K Blumer, D Coz, N Hammel, J Krause, ...
Ophthalmology 126 (4), 552-564, 2019
4292019
Counterfactual fairness in text classification through robustness
S Garg, V Perot, N Limtiaco, A Taly, EH Chi, A Beutel
Proceedings of the 2019 AAAI/ACM Conference on AI, Ethics, and Society, 219-226, 2019
2892019
The explanation game: Explaining machine learning models using shapley values
L Merrick, A Taly
Machine Learning and Knowledge Extraction: 4th IFIP TC 5, TC 12, WG 8.4, WG …, 2020
2692020
An operational semantics for JavaScript
S Maffeis, JC Mitchell, A Taly
Programming Languages and Systems: 6th Asian Symposium, APLAS 2008 …, 2008
2332008
Did the model understand the question?
PK Mudrakarta, A Taly, M Sundararajan, K Dhamdhere
arXiv preprint arXiv:1805.05492, 2018
2242018
Explainable AI in industry
K Gade, SC Geyik, K Kenthapadi, V Mithal, A Taly
Proceedings of the 25th ACM SIGKDD international conference on knowledge …, 2019
2102019
Object capabilities and isolation of untrusted web applications
S Maffeis, JC Mitchell, A Taly
2010 IEEE Symposium on Security and Privacy, 125-140, 2010
1592010
Automated analysis of security-critical javascript apis
A Taly, Ú Erlingsson, JC Mitchell, MS Miller, J Nagra
2011 IEEE Symposium on Security and Privacy, 363-378, 2011
1582011
Macaroons: Cookies with contextual caveats for decentralized authorization in the cloud
A Birgisson, JG Politz, U Erlingsson, A Taly, M Vrable, M Lentczner
1562014
Gradients of counterfactuals
M Sundararajan, A Taly, Q Yan
arXiv preprint arXiv:1611.02639, 2016
1422016
Language-based isolation of untrusted Javascript
S Maffeis, A Taly
2009 22nd IEEE Computer Security Foundations Symposium, 77-91, 2009
1382009
Using attribution to decode binding mechanism in neural network models for chemistry
K McCloskey, A Taly, F Monti, MP Brenner, LJ Colwell
Proceedings of the National Academy of Sciences 116 (24), 11624-11629, 2019
1112019
Isolating JavaScript with filters, rewriting, and wrappers
S Maffeis, JC Mitchell, A Taly
Computer Security–ESORICS 2009: 14th European Symposium on Research in …, 2009
1012009
Static analysis by policy iteration on relational domains
S Gaubert, E Goubault, A Taly, S Zennou
European symposium on programming, 237-252, 2007
992007
Property inference for deep neural networks
D Gopinath, H Converse, C Pasareanu, A Taly
2019 34th IEEE/ACM International Conference on Automated Software …, 2019
942019
Privacy, discovery, and authentication for the internet of things
DJ Wu, A Taly, A Shankar, D Boneh
Computer Security–ESORICS 2016: 21st European Symposium on Research in …, 2016
912016
Identifying and mitigating the security risks of generative ai
C Barrett, B Boyd, E Bursztein, N Carlini, B Chen, J Choi, AR Chowdhury, ...
Foundations and Trends® in Privacy and Security 6 (1), 1-52, 2023
882023
Local explanations via necessity and sufficiency: Unifying theory and practice
DS Watson, L Gultchin, A Taly, L Floridi
Uncertainty in Artificial Intelligence, 1382-1392, 2021
862021
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Artikelen 1–20