Houssam Zenati

1. Optimistic mirror descent in saddle-point problems: Going the extra (gradient) mile
   2018/07/07 by Panayotis Mertikopoulos, Bruno Lecouat, Mertikopoulos, Panayotis +9 · 44 citations
   Computer Science · Engineering · #Advanced Numerical Methods in Computational Mathematics #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Matrix Theory and Algorithms #Optimization and Control (math.OC)
2. Semi-Supervised Deep Learning for Abnormality Classification in Retinal Images
   2018/12/19 by Bruno Lecouat, Ken Chang, Lecouat, Bruno +17 · 2 citations
   Computer Science · Medicine · #AI in cancer detection #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Retinal Imaging and Analysis
3. Sequential Counterfactual Risk Minimization
   2023/02/23 by Houssam Zenati, Zenati, Houssam, Eustache Diemert +7 · 3 citations
   Decision Sciences · Computer Science · #Advanced Bandit Algorithms Research #Stochastic Gradient Optimization Techniques #Machine Learning and Algorithms
4. Nested bandits
   2022/06/19 by M. Martín, Panayotis Mertikopoulos, Martin, Matthieu +5 · 1 citation
   Decision Sciences · Computer Science · #Advanced Bandit Algorithms Research #Machine Learning and Algorithms #Data Stream Mining Techniques
5. 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)