Menon, Aditya

1. Making Deep Neural Networks Robust to Label Noise: a Loss Correction Approach
   2016/09/13 by Giorgio Patrini, Patrini, Giorgio, Alessandro Rozza +7 · 24 citations
   Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
2. Coping with Label Shift via Distributionally Robust Optimisation
   2020/10/23 by Zhang, Jingzhao, Menon, Aditya, Veit, Andreas +3 · 2 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC)
3. On the Reproducibility of Neural Network Predictions
   2021/02/05 by Srinadh Bhojanapalli, Bhojanapalli, Srinadh, Michael J. Wilber +11 · 2 citations
   Computer Science · #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Neural Networks and Applications
4. Predicting accurate probabilities with a ranking loss
   2012/06/18 by Menon, Aditya, Jiang, Xiaoqian, Vembu, Shankar +2 · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)