Aditya Krishna Menon
Aditya Krishna Menon
Research Scientist, Google
Verified email at google.com - Homepage
Title
Cited by
Cited by
Year
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
7392015
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
6022017
Link prediction via matrix factorization
AK Menon, C Elkan
Joint european conference on machine learning and knowledge discovery in …, 2011
5772011
Anomaly detection using one-class neural networks
R Chalapathy, AK Menon, S Chawla
arXiv preprint arXiv:1802.06360, 2018
2282018
Large-scale support vector machines: algorithms and theory
AK Menon
Research Exam, University of California, San Diego 117, 2009
2012009
The cost of fairness in binary classification
AK Menon, RC Williamson
Conference on Fairness, Accountability and Transparency, 107-118, 2018
1732018
Learning with symmetric label noise: The importance of being unhinged
B Van Rooyen, AK Menon, RC Williamson
arXiv preprint arXiv:1505.07634, 2015
1722015
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
1712015
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
1712011
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
1342013
Robust, deep and inductive anomaly detection
R Chalapathy, AK Menon, S Chawla
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2017
1032017
A log-linear model with latent features for dyadic prediction
AK Menon, C Elkan
2010 IEEE International Conference on Data Mining, 364-373, 2010
842010
Beam search algorithms for multilabel learning
A Kumar, S Vembu, AK Menon, C Elkan
Machine learning 92 (1), 65-89, 2013
832013
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
782013
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
782011
Predicting labels for dyadic data
AK Menon, C Elkan
Data Mining and Knowledge Discovery 21 (2), 327-343, 2010
572010
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
522018
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
512017
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
492013
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
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