Aditya Krishna Menon
Aditya Krishna Menon
Research Scientist, Google
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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
6542015
Link prediction via matrix factorization
AK Menon, C Elkan
Joint european conference on machine learning and knowledge discovery in …, 2011
5502011
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
4802017
Large-scale support vector machines: algorithms and theory
AK Menon
Research Exam, University of California, San Diego 117, 2009
1912009
Anomaly detection using one-class neural networks
R Chalapathy, AK Menon, S Chawla
arXiv preprint arXiv:1802.06360, 2018
1822018
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
1642011
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
1492015
Learning with symmetric label noise: The importance of being unhinged
B Van Rooyen, AK Menon, RC Williamson
arXiv preprint arXiv:1505.07634, 2015
1492015
The cost of fairness in binary classification
AK Menon, RC Williamson
Conference on Fairness, Accountability and Transparency, 107-118, 2018
1362018
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
1242013
Robust, deep and inductive anomaly detection
R Chalapathy, AK Menon, S Chawla
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2017
902017
A log-linear model with latent features for dyadic prediction
AK Menon, C Elkan
2010 IEEE International Conference on Data Mining, 364-373, 2010
832010
Beam search algorithms for multilabel learning
A Kumar, S Vembu, AK Menon, C Elkan
Machine learning 92 (1), 65-89, 2013
772013
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
732011
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
672013
Predicting labels for dyadic data
AK Menon, C Elkan
Data Mining and Knowledge Discovery 21 (2), 327-343, 2010
582010
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
472012
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
462013
Low-rank linear cold-start recommendation from social data
S Sedhain, A Menon, S Sanner, L Xie, D Braziunas
Proceedings of the AAAI Conference on Artificial Intelligence 31 (1), 2017
432017
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
422014
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