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stat.ML2025
Weighted Random Dot Product Graphs
Bernardo Marenco, Paola Bermolen, Marcelo Fiori +2
Modeling of intricate relational patterns has become a cornerstone of contemporary statistical research and related data science fields. Networks, represented as graphs, offer a na…
math.PR2025
Efficiency of Parallel and Restart Exploration Strategies in Model Free Stochastic Simulations
Ernesto Garcia, Paola Bermolen, Matthieu Jonckheere +1
We analyze the efficiency of parallelization and restart mechanisms for stochastic simulations in model-free settings, where the underlying system dynamics are unknown. Such settin…