Shobha Venkataraman
- CrypTen: Secure Multi-Party Computation Meets Machine Learning
2021/09/02 by Brian Knott, Shobha Venkataraman, Knott, Brian +9 · 18 citations
Computer Science · #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
- Theseus: A Library for Differentiable Nonlinear Optimization
2022/07/19 by Luis Villaseñor-Pineda, Pineda, Luis, Taosha Fan +23 · 11 citations
Computer Science · Engineering · Mathematics · #Advanced Optimization Algorithms Research #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Robotics (cs.RO) #Sparse and Compressive Sensing Techniques