3 papers
cs.LG2023
Augmenting Control over Exploration Space in Molecular Dynamics Simulators to Streamline De Novo Analysis through Generative Control Policies
Paloma Gonzalez-Rojas, Andrew Emmel, Luis Martinez +2
This study introduces the P5 model - a foundational method that utilizes reinforcement learning (RL) to augment control, effectiveness, and scalability in molecular dynamics simula…
cs.IR2023
Creating Synthetic Datasets for Collaborative Filtering Recommender Systems using Generative Adversarial Networks
Jesús Bobadilla, Abraham Gutiérrez, Raciel Yera +1
Research and education in machine learning needs diverse, representative, and open datasets that contain sufficient samples to handle the necessary training, validation, and testin…
math.GN2021
A topological correspondence between partial actions of groups and inverse semigroup actions
Luis Martínez, Héctor Pinedo, Carlos Uzcátegui
We present some generalizations of the well-known correspondence, found by R. Exel, between partial actions of a group on a set and semigroup homomorphism of on the…