Srinadh Bhojanapalli

Publications by Year

Research Areas

Sparse and Compressive Sensing Techniques, Topic Modeling, Advanced Neural Network Applications, Domain Adaptation and Few-Shot Learning, Neural Networks and Applications

Most-Cited Works

• Exploring Generalization in Deep Learning(2017)
• → Understanding Robustness of Transformers for Image Classification(2021)384 cited
• A PAC-Bayesian Approach to Spectrally-Normalized Margin Bounds for Neural Networks(2017)
• → Towards Understanding the Role of Over-Parametrization in Generalization of Neural Networks(2018)214 cited
• → Large Batch Optimization for Deep Learning: Training BERT in 76 minutes(2019)164 cited
• The role of over-parametrization in generalization of neural networks(2019)
• → Global Optimality of Local Search for Low Rank Matrix Recovery(2016)158 cited