Gupta, Vineet
- Shampoo: Preconditioned Stochastic Tensor Optimization
2018/02/26 by Vineet Gupta, Tomer Koren, Gupta, Vineet +3 · 90 citations
Computer Science · Mathematics · Engineering · #Stochastic Gradient Optimization Techniques #Tensor decomposition and applications #Sparse and Compressive Sensing Techniques
- The Singular Values of Convolutional Layers
2018/05/26 by Hanie Sedghi, Sedghi, Hanie, Vineet Gupta +3 · 10 citations
Computer Science · Engineering · Physics and Astronomy · #Advanced Numerical Analysis Techniques #Artificial Intelligence (cs.AI) #Electromagnetic Scattering and Analysis #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Matrix Theory and Algorithms
- A Unified Approach to Adaptive Regularization in Online and Stochastic Optimization
2017/06/20 by Gupta, Vineet, Koren, Tomer, Singer, Yoram · 3 citations
#FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC)
- Large-Scale Differentially Private BERT
2021/08/03 by Anil, Rohan, Ghazi, Badih, Gupta, Vineet +2 · 2 citations
#Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Memory-Efficient Adaptive Optimization
2019/01/30 by Rohan Anil, Vineet Gupta, Anil, Rohan +5 · 4 citations
Computer Science · #Advanced Neural Network Applications #Multimodal Machine Learning Applications #Neural Networks and Applications
- Communicating Semantics: Reference by Description
2015/11/19 by Ramanathan V. Guha, Vineet Gupta, Guha, Ramanathan V +1 · 1 citation
Decision Sciences · Computer Science · #Data Quality and Management #Semantic Web and Ontologies #Advanced Database Systems and Queries
- Scalable Second Order Optimization for Deep Learning
2020/02/20 by Anil, Rohan, Gupta, Vineet, Koren, Tomer +2 · 1 citation
#FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC)
- Random Features for Compositional Kernels
2017/03/22 by Amit Daniely, Daniely, Amit, Roy Frostig +5 · 1 citation
Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications