Senen-Cerda, Albert

1. Almost sure convergence of dropout algorithms for neural networks
   2020/02/06 by Albert Senen–Cerda, Jaron Sanders, Senen-Cerda, Albert +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. Score-Aware Policy-Gradient and Performance Guarantees using Local Lyapunov Stability
   2023/12/05 by Céline Comte, Matthieu Jonckheere, Comte, Céline +5 · 2 citations
   Business, Management and Accounting · Computer Science · #Advanced Queuing Theory Analysis #Age of Information Optimization #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Performance (cs.PF) #Probability (math.PR) #Real-Time Systems Scheduling
3. 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)