Aditya Krishna Menon
Aditya Krishna Menon
Research Scientist, Google
Verified email at google.com - Homepage
TitleCited byYear
Link prediction via matrix factorization
AK Menon, C Elkan
Joint european conference on machine learning and knowledge discovery in …, 2011
4482011
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
3392015
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
1732017
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
1382011
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
932013
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
872015
A log-linear model with latent features for dyadic prediction
AK Menon, C Elkan
2010 IEEE International Conference on Data Mining, 364-373, 2010
762010
Learning with symmetric label noise: The importance of being unhinged
B Van Rooyen, A Menon, RC Williamson
Advances in Neural Information Processing Systems, 10-18, 2015
632015
Beam search algorithms for multilabel learning
A Kumar, S Vembu, AK Menon, C Elkan
Machine learning 92 (1), 65-89, 2013
592013
Predicting labels for dyadic data
AK Menon, C Elkan
Data Mining and Knowledge Discovery 21 (2), 327-343, 2010
572010
Large-scale support vector machines: algorithms and theory
AK Menon
Research Exam, University of California, San Diego 117, 2009
562009
Anomaly detection using one-class neural networks
R Chalapathy, AK Menon, S Chawla
arXiv preprint arXiv:1802.06360, 2018
552018
Fast algorithms for approximating the singular value decomposition
AK Menon, C Elkan
ACM Transactions on Knowledge Discovery from Data (TKDD) 5 (2), 13, 2011
522011
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
502013
The cost of fairness in binary classification
AK Menon, RC Williamson
Conference on Fairness, Accountability and Transparency, 107-118, 2018
472018
Learning and inference in probabilistic classifier chains with beam search
A Kumar, S Vembu, AK Menon, C Elkan
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2012
442012
Robust, deep and inductive anomaly detection
R Chalapathy, AK Menon, S Chawla
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2017
402017
A colorful approach to text processing by example
K Yessenov, S Tulsiani, A Menon, RC Miller, S Gulwani, B Lampson, ...
Proceedings of the 26th annual ACM symposium on User interface software and …, 2013
362013
Detecting inappropriate access to electronic health records using collaborative filtering
AK Menon, X Jiang, J Kim, J Vaidya, L Ohno-Machado
Machine learning 95 (1), 87-101, 2014
302014
On the effectiveness of linear models for one-class collaborative filtering
S Sedhain, AK Menon, S Sanner, D Braziunas
Thirtieth AAAI Conference on Artificial Intelligence, 2016
252016
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