Georgina Hall

1. A Survey of Recent Scalability Improvements for Semidefinite Programming with Applications in Machine Learning, Control, and Robotics
   2019/08/14 by Anirudha Majumdar, Majumdar, Anirudha, Georgina Hall +3 · 3 citations
   Computer Science · Engineering · Mathematics · #Advanced Optimization Algorithms Research #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Robotics (cs.RO) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques #Systems and Control (eess.SY) #electronic engineering #information engineering
2. Shape-Constrained Regression using Sum of Squares Polynomials
   2020/04/08 by Mihaela Curmei, Curmei, Mihaela, Georgina Hall +1 · 3 citations
   Computer Science · Mathematics · #Machine Learning and Algorithms #Advanced Optimization Algorithms Research #Computational Drug Discovery Methods
3. Improving Efficiency and Scalability of Sum of Squares Optimization: Recent Advances and Limitations
   2017/10/03 by Amir Ali Ahmadi, Ahmadi, Amir Ali, Georgina Hall +7 · 1 citation
   Computer Science · Engineering · Mathematics · #Advanced Optimization Algorithms Research #FOS: Mathematics #Numerical Methods and Algorithms #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques
4. Partial Recovery in the Graph Alignment Problem
   2020/07/01 by Georgina Hall, Hall, Georgina, Laurent Massoulié +1 · 2 citations
   Computer Science · Materials Science · #Advanced Graph Theory Research #Cooperative Communication and Network Coding #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Nanocluster Synthesis and Applications #Probability (math.PR) #Social and Information Networks (cs.SI)
5. Sums of Separable and Quadratic Polynomials
   2021/05/11 by Amir Ali Ahmadi, Cemil Dibek, Ahmadi, Amir Ali +3 · 1 citation
   Computer Science · Mathematics · #Advanced Optimization Algorithms Research #Algebraic Geometry (math.AG) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Numerical Methods and Algorithms #Optimization and Control (math.OC) #Polynomial and algebraic computation