Boczar, Ross

1. Low-rank Solutions of Linear Matrix Equations via Procrustes Flow
   2015/07/13 by Stephen Tu, Ross Boczar, Tu, Stephen +7 · 24 citations
   Engineering · Mathematics · #FOS: Mathematics #Microwave Imaging and Scattering Analysis #Numerical methods in inverse problems #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques
2. Learning Linear Dynamical Systems with Semi-Parametric Least Squares
   2019/02/02 by Max Simchowitz, Simchowitz, Max, Ross Boczar +3 · 11 citations
   Computer Science · Engineering · #Control Systems and Identification #FOS: Computer and information sciences #FOS: Mathematics #Fault Detection and Control Systems #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Optimization and Control (math.OC) #Statistics Theory (math.ST)
3. Non-Asymptotic Analysis of Robust Control from Coarse-Grained Identification
   2017/07/15 by Stephen Tu, Ross Boczar, Tu, Stephen +5 · 7 citations
   Engineering · #Control Systems and Identification #FOS: Computer and information sciences #FOS: Mathematics #Fault Detection and Control Systems #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Structural Health Monitoring Techniques
4. Exponential Convergence Bounds using Integral Quadratic Constraints
   2015/03/24 by Boczar, Ross, Lessard, Laurent, Recht, Benjamin · 2 citations
   #FOS: Electrical engineering #FOS: Mathematics #Optimization and Control (math.OC) #Systems and Control (eess.SY) #electronic engineering #information engineering
5. Finite-Data Performance Guarantees for the Output-Feedback Control of an\n Unknown System
   2018/03/24 by Ross Boczar, Boczar, Ross, Nikolai Matni +3 · 1 citation
   Engineering · #Advanced Control Systems Optimization #Control Systems and Identification #FOS: Computer and information sciences #FOS: Mathematics #Fault Detection and Control Systems #Machine Learning (cs.LG) #Optimization and Control (math.OC)
6. Near-Optimal Pure Exploration in Matrix Games: A Generalization of Stochastic Bandits & Dueling Bandits
   2023/10/25 by Maiti, Arnab, Boczar, Ross, Jamieson, Kevin +1 · 1 citation
   #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #Machine Learning (cs.LG)