Pierre Gaillard

1. Tight Nonparametric Convergence Rates for Stochastic Gradient Descent under the Noiseless Linear Model
   2020/06/15 by Raphaël Berthier, Francis Bach, Berthier, Raphaël +3 · 4 citations
   Mathematics · Engineering · Computer Science · #Statistical Methods and Inference #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
2. Accelerated Gossip in Networks of Given Dimension using Jacobi Polynomial Iterations
   2018/05/22 by Raphaël Berthier, Francis Bach, Berthier, Raphaël +3 · 2 citations
   Computer Science · Physics and Astronomy · #Distributed #Distributed Control Multi-Agent Systems #FOS: Computer and information sciences #Machine Learning (stat.ML) #Multiagent Systems (cs.MA) #Neural Networks Stability and Synchronization #Opinion Dynamics and Social Influence #Parallel #and Cluster Computing (cs.DC)
3. Tenth Peregrine breather solution to the NLS equation
   2015/02/19 by Pierre Gaillard · 1 citation
   Physics and Astronomy · Mathematics · #Nonlinear Waves and Solitons #Nonlinear Photonic Systems #Advanced Mathematical Physics Problems
4. Efficient online algorithms for fast-rate regret bounds under sparsity
   2018/05/23 by Pierre Gaillard, Gaillard, Pierre, Wintenberger, Olivier · 1 citation
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Risk and Portfolio Optimization #Statistics Theory (math.ST) #Stochastic Gradient Optimization Techniques
5. A Chaining Algorithm for Online Nonparametric Regression
   2015/02/26 by Pierre Gaillard, Gaillard, Pierre, Sébastien Gerchinovitz +1 · 1 citation
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Search Problems #Reinforcement Learning in Robotics
6. Sequential Counterfactual Risk Minimization
   2023/02/23 by Houssam Zenati, Zenati, Houssam, Eustache Diemert +7 · 2 citations
   Decision Sciences · Computer Science · #Advanced Bandit Algorithms Research #Stochastic Gradient Optimization Techniques #Machine Learning and Algorithms
7. Counterfactual Learning of Stochastic Policies with Continuous Actions
   2020/04/22 by Houssam Zenati, Zenati, Houssam, Alberto Bietti +9 · 1 citation
   Computer Science · Economics, Econometrics and Finance · Mathematics · #Advanced Causal Inference Techniques #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Health Systems, Economic Evaluations, Quality of Life #Machine Learning (cs.LG) #Machine Learning (stat.ML)
8. Mixability made efficient: Fast online multiclass logistic regression
   2021/10/08 by Rémi Jézéquel, Pierre Gaillard, Jézéquel, Rémi +3 · 1 citation
   Computer Science · Decision Sciences · Engineering · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Sparse and Compressive Sensing Techniques #Statistics Theory (math.ST)