Sanders, Jaron

1. Almost sure convergence of dropout algorithms for neural networks
   2020/02/06 by Albert Senen–Cerda, Senen-Cerda, Albert, Jaron Sanders +1 · 3 citations
   Computer Science · Mathematics · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning and ELM #Markov Chains and Monte Carlo Methods #Neural Networks and Applications #Optimization and Control (math.OC) #Probability (math.PR) #Stochastic Gradient Optimization Techniques
2. Online Optimization of Product-Form Networks
   2012/08/30 by Jaron Sanders, Sem Borst, Sanders, Jaron +3 · 1 citation
   Decision Sciences · Biochemistry, Genetics and Molecular Biology · #Simulation Techniques and Applications #Advanced Bandit Algorithms Research #Gene Regulatory Network Analysis
3. Optimality gaps in asymptotic dimensioning of many-server systems
   2015/11/05 by Sanders, Jaron, Borst, S. C., Janssen, A. J. E. M. +1 · 1 citation
   #FOS: Mathematics #Optimization and Control (math.OC) #Probability (math.PR)
4. Asymptotic convergence rate of Dropout on shallow linear neural networks
   2020/12/01 by Senen-Cerda, Albert, Sanders, Jaron · 1 citation
   #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC)
5. Score-Aware Policy-Gradient and Performance Guarantees using Local Lyapunov Stability
   2023/12/05 by Comte, Céline, Jonckheere, Matthieu, Sanders, Jaron +1 · 1 citation
   #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Performance (cs.PF) #Probability (math.PR)
6. Learning payoffs while routing in skill-based queues
   2024/12/13 by van Kempen, Sanne, Sanders, Jaron, Sloothaak, Fiona +1 · 2 citations
   #60K25 #90C27 #93E35 #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Probability (math.PR)