متابعة
Ankur Taly
Ankur Taly
Senior Staff Research Scientist, Google
بريد إلكتروني تم التحقق منه على google.com - الصفحة الرئيسية
عنوان
عدد مرات الاقتباسات
عدد مرات الاقتباسات
السنة
Axiomatic attribution for deep networks‏
M Sundararajan, A Taly, Q Yan‏
International conference on machine learning, 3319-3328, 2017‏
75152017
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
7932020
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
2902019
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
2732020
An operational semantics for JavaScript‏
S Maffeis, JC Mitchell, A Taly‏
Programming Languages and Systems: 6th Asian Symposium, APLAS 2008 …, 2008‏
2292008
Did the model understand the question?‏
PK Mudrakarta, A Taly, M Sundararajan, K Dhamdhere‏
arXiv preprint arXiv:1805.05492, 2018‏
2272018
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
2122019
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
1602011
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
Macaroons: Cookies with Contextual Caveats for Decentralized Authorization in the Cloud.‏
A Birgisson, JG Politz, U Erlingsson, A Taly, M Vrable, M Lentczner‏
NDSS, 2014‏
1552014
Gradients of counterfactuals‏
M Sundararajan, A Taly, Q Yan‏
arXiv preprint arXiv:1611.02639, 2016‏
1442016
Language-based isolation of untrusted Javascript‏
S Maffeis, A Taly‏
2009 22nd IEEE Computer Security Foundations Symposium, 77-91, 2009‏
1392009
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
1142019
Isolating JavaScript with filters, rewriting, and wrappers‏
S Maffeis, JC Mitchell, A Taly‏
Computer Security–ESORICS 2009: 14th European Symposium on Research in …, 2009‏
1032009
Static analysis by policy iteration on relational domains‏
S Gaubert, E Goubault, A Taly, S Zennou‏
European symposium on programming, 237-252, 2007‏
992007
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
952023
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
922016
Property inference for deep neural networks‏
D Gopinath, H Converse, C Pasareanu, A Taly‏
2019 34th IEEE/ACM International Conference on Automated Software …, 2019‏
912019
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
882021
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مقالات 1–20