Bianchi, Pascal

1. A Coordinate Descent Primal-Dual Algorithm and Application to\n Distributed Asynchronous Optimization
   2014/07/03 by Pascal Bianchi, Walid Hachem, Bianchi, Pascal +3 · 9 citations
   Computer Science · Engineering · #Distributed Control Multi-Agent Systems #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
2. Convergence and Dynamical Behavior of the ADAM Algorithm for Non-Convex Stochastic Optimization
   2018/10/04 by Anas Barakat, Pascal Bianchi, Barakat, Anas +1 · 4 citations
   Computer Science · Decision Sciences · Economics, Econometrics and Finance · #Classical Analysis and ODEs (math.CA) #Dynamical Systems (math.DS) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Risk and Portfolio Optimization #Stochastic Gradient Optimization Techniques #Stochastic processes and financial applications
3. Stochastic Subgradient Descent Escapes Active Strict Saddles on Weakly Convex Functions
   2021/08/04 by Pascal Bianchi, Walid Hachem, Bianchi, Pascal +3 · 4 citations
   Economics, Econometrics and Finance · Mathematics · #32B20 (secondary) #49J52 #62L20 (Primary) #65K10 #Economic theories and models #FOS: Computer and information sciences #FOS: Mathematics #Geometric Analysis and Curvature Flows #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Point processes and geometric inequalities
4. Performance of Statistical Tests for Single Source Detection using Random Matrix Theory
   2009/10/05 by Pascal Bianchi, Mérouane Debbah, Bianchi, Pascal +5 · 2 citations
   Engineering · Mathematics · #FOS: Computer and information sciences #FOS: Mathematics #Information Theory (cs.IT) #Probability (math.PR) #Random Matrices and Applications #Sparse and Compressive Sensing Techniques #Statistics Theory (math.ST) #Wireless Communication Security Techniques
5. Ergodic convergence of a stochastic proximal point algorithm
   2015/04/21 by Bianchi, Pascal · 2 citations
   #FOS: Mathematics #Numerical Analysis (math.NA) #Optimization and Control (math.OC)
6. Convergence of a Multi-Agent Projected Stochastic Gradient Algorithm for\n Non-Convex Optimization
   2011/07/13 by Pascal Bianchi, Jérémie Jakubowicz, Bianchi, Pascal +1 · 1 citation
   Computer Science · Engineering · #Advanced MIMO Systems Optimization #Cooperative Communication and Network Coding #Distributed #Distributed Control Multi-Agent Systems #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Optimization and Control (math.OC) #Parallel #Systems and Control (eess.SY) #and Cluster Computing (cs.DC) #electronic engineering #information engineering
7. Explicit Convergence Rate of a Distributed Alternating Direction Method of Multipliers
   2013/12/04 by Iutzeler, Franck, Bianchi, Pascal, Ciblat, Philippe +1 · 1 citation
   #Distributed #FOS: Computer and information sciences #FOS: Mathematics #Optimization and Control (math.OC) #Parallel #and Cluster Computing (cs.DC)