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Aditya Krishna Menon
Aditya Krishna Menon
Research Scientist, Google
Bestätigte E-Mail-Adresse bei google.com - Startseite
Titel
Zitiert von
Zitiert von
Jahr
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
13822017
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
12922015
Link prediction via matrix factorization
AK Menon, C Elkan
Machine Learning and Knowledge Discovery in Databases: European Conference …, 2011
6802011
Anomaly detection using one-class neural networks
R Chalapathy, AK Menon, S Chawla
arXiv preprint arXiv:1802.06360, 2018
4982018
Long-tail learning via logit adjustment
AK Menon, S Jayasumana, AS Rawat, H Jain, A Veit, S Kumar
arXiv preprint arXiv:2007.07314, 2020
4532020
The cost of fairness in binary classification
AK Menon, RC Williamson
Conference on Fairness, accountability and transparency, 107-118, 2018
3882018
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
3022015
Does label smoothing mitigate label noise?
M Lukasik, S Bhojanapalli, A Menon, S Kumar
International Conference on Machine Learning, 6448-6458, 2020
2752020
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
2402015
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
1872011
Robust, deep and inductive anomaly detection
R Chalapathy, AK Menon, S Chawla
Machine Learning and Knowledge Discovery in Databases: European Conference …, 2017
1842017
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
1782013
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
1342021
Can gradient clipping mitigate label noise?
AK Menon, AS Rawat, SJ Reddi, S Kumar
International Conference on Learning Representations, 2019
1222019
Fairness risk measures
R Williamson, A Menon
International conference on machine learning, 6786-6797, 2019
1222019
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
1152013
Beam search algorithms for multilabel learning
A Kumar, S Vembu, AK Menon, C Elkan
Machine learning 92, 65-89, 2013
1082013
Complementary-label learning for arbitrary losses and models
T Ishida, G Niu, A Menon, M Sugiyama
International Conference on Machine Learning, 2971-2980, 2019
872019
A log-linear model with latent features for dyadic prediction
AK Menon, C Elkan
2010 IEEE international conference on data mining, 364-373, 2010
872010
Fast algorithms for approximating the singular value decomposition
AK Menon, C Elkan
ACM Transactions on Knowledge Discovery from Data (TKDD) 5 (2), 1-36, 2011
862011
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