دنبال کردن
Aditya Krishna Menon
Aditya Krishna Menon
Research Scientist, Google
ایمیل تأیید شده در google.com - صفحهٔ اصلی
عنوان
نقل شده توسط
نقل شده توسط
سال
Making deep neural networks robust to label noise: A loss correction approach‏
G Patrini, A Rozza, A Krishna Menon, R Nock, L Qu‏
Proceedings of the IEEE conference on computer vision and pattern …, 2017‏
18152017
Autorec: Autoencoders meet collaborative filtering‏
S Sedhain, AK Menon, S Sanner, L Xie‏
Proceedings of the 24th international conference on World Wide Web, 111-112, 2015‏
15282015
Long-tail learning via logit adjustment‏
AK Menon, S Jayasumana, AS Rawat, H Jain, A Veit, S Kumar‏
arXiv preprint arXiv:2007.07314, 2020‏
8572020
Link prediction via matrix factorization‏
AK Menon, C Elkan‏
Machine Learning and Knowledge Discovery in Databases: European Conference …, 2011‏
7222011
Anomaly detection using one-class neural networks‏
R Chalapathy, AK Menon, S Chawla‏
arXiv preprint arXiv:1802.06360, 2018‏
6022018
The cost of fairness in binary classification‏
AK Menon, RC Williamson‏
Conference on Fairness, accountability and transparency, 107-118, 2018‏
5562018
Does label smoothing mitigate label noise?‏
M Lukasik, S Bhojanapalli, A Menon, S Kumar‏
International Conference on Machine Learning, 6448-6458, 2020‏
4212020
Learning with symmetric label noise: The importance of being unhinged‏
B Van Rooyen, A Menon, RC Williamson‏
Advances in neural information processing systems 28, 2015‏
3812015
Learning from corrupted binary labels via class-probability estimation‏
A Menon, B Van Rooyen, CS Ong, B Williamson‏
International conference on machine learning, 125-134, 2015‏
2882015
Self-supervised learning for large-scale item recommendations‏
T Yao, X Yi, DZ Cheng, F Yu, T Chen, A Menon, L Hong, EH Chi, S Tjoa, ...‏
Proceedings of the 30th ACM international conference on information …, 2021‏
2732021
Robust, deep and inductive anomaly detection‏
R Chalapathy, AK Menon, S Chawla‏
Machine Learning and Knowledge Discovery in Databases: European Conference …, 2017‏
2182017
A machine learning framework for programming by example‏
A Menon, O Tamuz, S Gulwani, B Lampson, A Kalai‏
International Conference on Machine Learning, 187-195, 2013‏
2052013
Response prediction using collaborative filtering with hierarchies and side-information‏
AK Menon, KP Chitrapura, S Garg, D Agarwal, N Kota‏
Proceedings of the 17th ACM SIGKDD international conference on Knowledge …, 2011‏
1982011
Can gradient clipping mitigate label noise?‏
AK Menon, AS Rawat, SJ Reddi, S Kumar‏
International conference on learning representations, 2020‏
1892020
Fairness risk measures‏
R Williamson, A Menon‏
International conference on machine learning, 6786-6797, 2019‏
1662019
On the statistical consistency of algorithms for binary classification under class imbalance‏
A Menon, H Narasimhan, S Agarwal, S Chawla‏
International Conference on Machine Learning, 603-611, 2013‏
1552013
Beam search algorithms for multilabel learning‏
A Kumar, S Vembu, AK Menon, C Elkan‏
Machine learning 92, 65-89, 2013‏
1222013
Federated learning with only positive labels‏
F Yu, AS Rawat, A Menon, S Kumar‏
International Conference on Machine Learning, 10946-10956, 2020‏
1212020
Complementary-label learning for arbitrary losses and models‏
T Ishida, G Niu, A Menon, M Sugiyama‏
International conference on machine learning, 2971-2980, 2019‏
1212019
On the minimal supervision for training any binary classifier from only unlabeled data‏
N Lu, G Niu, AK Menon, M Sugiyama‏
arXiv preprint arXiv:1808.10585, 2018‏
1052018
سیستم در حال حاضر قادر به انجام عملکرد نیست. بعداً دوباره امتحان کنید.
مقاله‌ها 1–20