Vineet Gupta
- Shampoo: Preconditioned Stochastic Tensor Optimization
2018/02/26 by Vineet Gupta, Tomer Koren, Gupta, Vineet +3 · 102 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 · 13 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
- Metrics for labelled Markov processes
2004/06/01 by Josée Desharnais, Vineet Gupta, Radha Jagadeesan +1 · 5 citations
- A Unified Approach to Adaptive Regularization in Online and Stochastic Optimization
2017/06/20 by Vineet Gupta, Gupta, Vineet, Tomer Koren +3 · 4 citations
Computer Science · Decision Sciences · Engineering · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
- Scalable Second Order Optimization for Deep Learning
2020/02/20 by Rohan Anil, Vineet Gupta, Anil, Rohan +7 · 2 citations
Computer Science · Engineering · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
- 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
- Random Features for Compositional Kernels
2017/03/22 by Amit Daniely, Daniely, Amit, Roy Frostig +5 · 2 citations
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