Albert Senen-Cerda

According to our database, Albert Senen-Cerda authored at least 6 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Detection and evaluation of clusters within sequential data.

Alexander Van Werde, Albert Senen-Cerda, Gianluca Kosmella, Jaron Sanders

Data Min. Knowl. Discov., November, 2025

Almost Sure Convergence of Dropout Algorithms for Neural Networks.

Albert Senen-Cerda, Jaron Sanders

J. Mach. Learn. Res., 2025

Score-Aware Policy-Gradient and Performance Guarantees using Local Lyapunov Stability.

Céline Comte, Matthieu Jonckheere, Jaron Sanders, Albert Senen-Cerda

J. Mach. Learn. Res., 2025

2023

Score-Aware Policy-Gradient Methods and Performance Guarantees using Local Lyapunov Conditions: Applications to Product-Form Stochastic Networks and Queueing Systems.

Céline Comte, Matthieu Jonckheere, Jaron Sanders, Albert Senen-Cerda

CoRR, 2023

2022

Universal Approximation in Dropout Neural Networks.

Oxana A. Manita, Mark A. Peletier, Jacobus W. Portegies, Jaron Sanders, Albert Senen-Cerda

J. Mach. Learn. Res., 2022

Asymptotic Convergence Rate of Dropout on Shallow Linear Neural Networks.

Albert Senen-Cerda, Jaron Sanders

Proceedings of the SIGMETRICS/PERFORMANCE '22: ACM SIGMETRICS/IFIP PERFORMANCE Joint International Conference on Measurement and Modeling of Computer Systems, Mumbai, India, June 6, 2022