Brunel, Victor-Emmanuel
- Statistical guarantees for generative models without domination
2020/10/19 by Nicolas Schreuder, Victor-Emmanuel Brunel, Schreuder, Nicolas +3 · 5 citations
Computer Science · Mathematics · Physics and Astronomy · #Generative Adversarial Networks and Image Synthesis #Mathematical Dynamics and Fractals #Model Reduction and Neural Networks
- Propose, Test, Release: Differentially private estimation with high probability
2020/02/19 by Victor-Emmanuel Brunel, Brunel, Victor-Emmanuel, Marco Avella-Medina +1 · 3 citations
Computer Science · #Cryptography and Data Security #Cryptography and Security (cs.CR) #Distributed Sensor Networks and Detection Algorithms #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Privacy-Preserving Technologies in Data #Statistics Theory (math.ST)
- Concentration of empirical barycenters in metric spaces
2023/03/02 by Victor-Emmanuel Brunel, Brunel, Victor-Emmanuel, Jordan Serres +1 · 3 citations
Computer Science · Mathematics · #Data Management and Algorithms #FOS: Mathematics #Metric Geometry (math.MG) #Morphological variations and asymmetry #Point processes and geometric inequalities #Probability (math.PR) #Statistics Theory (math.ST)
- Exponential Smoothing for Off-Policy Learning
2023/05/25 by Imad Aouali, Aouali, Imad, Victor-Emmanuel Brunel +4 · 3 citations
Computer Science · Decision Sciences · Mathematics · #Advanced Bandit Algorithms Research #Advanced Causal Inference Techniques #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics
- Uniform Behaviors of Random Polytopes under the Hausdorff Metric
2015/03/05 by Brunel, Victor-Emmanuel · 1 citation
#62H12 #FOS: Mathematics #Statistics Theory (math.ST)
- Geodesically convex M-estimation in metric spaces
2023/05/05 by Brunel, Victor-Emmanuel · 2 citations
#62R20 #62R30 #FOS: Mathematics #Metric Geometry (math.MG) #Statistics Theory (math.ST)
- Learning Signed Determinantal Point Processes through the Principal Minor Assignment Problem
2018/11/01 by Brunel, Victor-Emmanuel · 1 citation
#FOS: Mathematics #Statistics Theory (math.ST)
- Differentially private sub-Gaussian location estimators
2019/06/27 by Avella-Medina, Marco, Brunel, Victor-Emmanuel · 1 citation
#FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (stat.ML) #Statistics Theory (math.ST)
- Bayesian Off-Policy Evaluation and Learning for Large Action Spaces
2024/02/22 by Aouali, Imad, Brunel, Victor-Emmanuel, Rohde, David +1 · 2 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Convex generalized Fréchet means in a metric tree
2023/10/26 by Romon, Gabriel, Brunel, Victor-Emmanuel · 1 citation
#FOS: Mathematics #Statistics Theory (math.ST)
- Finite sample bounds for barycenter estimation in geodesic spaces
2025/02/19 by Victor-Emmanuel Brunel, Jordan Serres, Brunel, Victor-Emmanuel +1 · 2 citations
Environmental Science · Mathematics · #Advanced Statistical Methods and Models #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (stat.ML) #Probability (math.PR) #Soil Geostatistics and Mapping #Statistical Methods and Inference #Statistics Theory (math.ST)
- Unified PAC-Bayesian Study of Pessimism for Offline Policy Learning with Regularized Importance Sampling
2024/06/05 by Imad Aouali, Victor-Emmanuel Brunel, Aouali, Imad +5 · 1 citation
Computer Science · #Machine Learning and Algorithms #Domain Adaptation and Few-Shot Learning #Bayesian Modeling and Causal Inference