Amartya Sanyal
University of Copenhagen(DK)
Publications by Year
Research Areas
Adversarial Robustness in Machine Learning, Domain Adaptation and Few-Shot Learning, Anomaly Detection Techniques and Applications, Advanced Neural Network Applications, Machine Learning and Data Classification
Most-Cited Works
- → Calibrating Deep Neural Networks using Focal Loss(2020)87 cited
- → TAPAS: Tricks to Accelerate (encrypted) Prediction As a Service(2018)40 cited
- → Progressive Skeletonization: Trimming more fat from a network at initialization(2020)40 cited
- → Stable Rank Normalization for Improved Generalization in Neural Networks\n and GANs(2019)33 cited
- TAPAS : tricks to accelerate (encrypted) prediction as a service(2018)
- → A PVS Based Framework for Validating Compiler Optimizations(2006)19 cited
- → How benign is benign overfitting?(2020)12 cited
- Low Rank Structure of Learned Representations.(2018)
- → Robustness via Deep Low-Rank Representations(2018)7 cited
- → Multiscale sequence modeling with a learned dictionary(2017)7 cited