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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
9542015
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
8802017
Link prediction via matrix factorization
AK Menon, C Elkan
Joint european conference on machine learning and knowledge discovery in …, 2011
6172011
Anomaly detection using one-class neural networks
R Chalapathy, AK Menon, S Chawla
arXiv preprint arXiv:1802.06360, 2018
3392018
The cost of fairness in binary classification
AK Menon, RC Williamson
Conference on Fairness, Accountability and Transparency, 107-118, 2018
2422018
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
2272015
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
1912015
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
1782011
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
1552013
Robust, deep and inductive anomaly detection
R Chalapathy, AK Menon, S Chawla
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2017
1442017
Long-tail learning via logit adjustment
AK Menon, S Jayasumana, AS Rawat, H Jain, A Veit, S Kumar
arXiv preprint arXiv:2007.07314, 2020
1192020
Does label smoothing mitigate label noise?
M Lukasik, S Bhojanapalli, A Menon, S Kumar
International Conference on Machine Learning, 6448-6458, 2020
1072020
Beam search algorithms for multilabel learning
A Kumar, S Vembu, AK Menon, C Elkan
Machine learning 92 (1), 65-89, 2013
892013
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
882013
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
782011
Large-scale support vector machines: algorithms and theory
AK Menon
Research Exam, University of California, San Diego 117, 2009
772009
Fairness risk measures
R Williamson, A Menon
International Conference on Machine Learning, 6786-6797, 2019
702019
Can gradient clipping mitigate label noise?
AK Menon, AS Rawat, SJ Reddi, S Kumar
International Conference on Learning Representations, 2019
652019
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
652017
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