Jaron Sanders

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 15

Top Topics

Markov Processes

Asymptotic Convergence

Frequent Subsequences

Top Venues

Oper. Res. Lett.

J. Mach. Learn. Res.

Publications

Thomas van Vuren, Thomas Cronk, Jaron Sanders
Estimating the number of clusters of a Block Markov Chain. CoRR (2024)
Céline Comte, Matthieu Jonckheere, Jaron Sanders, Albert Senen-Cerda
Score-Aware Policy-Gradient Methods and Performance Guarantees using Local Lyapunov Conditions: Applications to Product-Form Stochastic Networks and Queueing Systems. CoRR (2023)
Gianluca Kosmella, Ripalta Stabile, Jaron Sanders
Noise-Resilient Designs for Optical Neural Networks. CoRR (2023)
Gianluca Kosmella, Jaron Sanders, Bin Shi, Ripalta Stabile
Higher-Accuracy Photonic Neural Networks via Duplication Schemes for Noise Reduction. PSC (2023)
Albert Senen-Cerda, Jaron Sanders
Asymptotic Convergence Rate of Dropout on Shallow Linear Neural Networks. SIGMETRICS (Abstracts) (2022)
Oxana A. Manita, Mark A. Peletier, Jacobus W. Portegies, Jaron Sanders, Albert Senen-Cerda
Universal Approximation in Dropout Neural Networks. J. Mach. Learn. Res. 23 (2022)
Alexander Van Werde, Albert Senen-Cerda, Gianluca Kosmella, Jaron Sanders
Detection and Evaluation of Clusters within Sequential Data. CoRR (2022)
Albert Senen-Cerda, Jaron Sanders
Asymptotic Convergence Rate of Dropout on Shallow Linear Neural Networks. Proc. ACM Meas. Anal. Comput. Syst. 6 (2) (2022)
Long Ma, Jaron Sanders
Markov Chains and Hitting Times for Error Accumulation in Quantum Circuits. VALUETOOLS (2021)
Albert Senen-Cerda, Jaron Sanders
Asymptotic convergence rate of Dropout on shallow linear neural networks. CoRR (2020)
Oxana A. Manita, Mark A. Peletier, Jacobus W. Portegies, Jaron Sanders, Albert Senen-Cerda
Universal Approximation in Dropout Neural Networks. CoRR (2020)
Albert Senen-Cerda, Jaron Sanders
Almost Sure Convergence of Dropout Algorithms for Neural Networks. CoRR (2020)
Jaron Sanders, Alexandre Proutière, Se-Young Yun
Clustering in Block Markov Chains. CoRR (2017)
Jaron Sanders, Sem C. Borst, A. J. E. M. Janssen, J. S. H. van Leeuwaarden
Optimality gaps in asymptotic dimensioning of many-server systems. Oper. Res. Lett. 44 (3) (2016)
Jaron Sanders, Sem C. Borst, Johan S. H. van Leeuwaarden
Online Network Optimization Using Product-Form Markov Processes. IEEE Trans. Autom. Control. 61 (7) (2016)
A. J. E. M. Janssen, J. S. H. van Leeuwaarden, Jaron Sanders
Scaled control in the QED regime. Perform. Evaluation 70 (10) (2013)
Jaron Sanders, Sem C. Borst, Johan van Leeuwaarden
Achievable performance in product-form networks. Allerton Conference (2012)
Jaron Sanders, Sem C. Borst, Johan van Leeuwaarden
Online optimization of product-form networks. VALUETOOLS (2012)