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
4082011
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
2322015
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
1252011
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
94*2017
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
802013
A log-linear model with latent features for dyadic prediction
AK Menon, C Elkan
2010 IEEE International Conference on Data Mining, 364-373, 2010
702010
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
662015
Predicting labels for dyadic data
AK Menon, C Elkan
Data Mining and Knowledge Discovery 21 (2), 327-343, 2010
542010
Beam search algorithms for multilabel learning
A Kumar, S Vembu, AK Menon, C Elkan
Machine learning 92 (1), 65-89, 2013
512013
Fast algorithms for approximating the singular value decomposition
AK Menon, C Elkan
ACM Transactions on Knowledge Discovery from Data (TKDD) 5 (2), 13, 2011
512011
Large-scale support vector machines: algorithms and theory
AK Menon
Research Exam, University of California, San Diego 117, 2009
502009
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
442013
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
432015
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
402012
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
342013
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
272014
Robust, deep and inductive anomaly detection
R Chalapathy, AK Menon, S Chawla
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2017
232017
The cost of fairness in binary classification
AK Menon, RC Williamson
Conference on Fairness, Accountability and Transparency, 107-118, 2018
222018
Anomaly detection using one-class neural networks
R Chalapathy, AK Menon, S Chawla
arXiv preprint arXiv:1802.06360, 2018
192018
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
192016
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