Aditya Krishna Menon

Making Deep Neural Networks Robust to Label Noise: A Loss Correction Approach

Giorgio Patrini, Alessandro Rozza, Aditya Krishna Menon et al. · 2017 · 1.4K citations

Convolutional Neural Network, Engineering, Machine Learning +18

AutoRec

Suvash Sedhain, Aditya Krishna Menon, Scott Sanner et al. · 2015 · 1.2K citations

Novel Autoencoder Framework, Group Recommenders, Engineering +13

Self-supervised Learning for Large-scale Item Recommendations

Tiansheng Yao, Xinyang Yi, Derek Zhiyuan Cheng et al. · 2021 · 219 citations · Full text

Engineering, Machine Learning, Text Mining +18

Anomaly Detection using One-Class Neural Networks

Raghavendra Chalapathy, Aditya Krishna Menon, Sanjay Chawla · arXiv (Cornell University) · 2018 · 189 citations · Full text

Deep Neural Networks, Anomaly Detection, Machine Learning +13

The cost of fairness in binary classification

Aditya Krishna Menon, Robert C. Williamson · 2018 · 161 citations

Engineering, Machine Learning, Data Science +8