Search Results for author: Sergio Nesmachnow

Found 5 papers, 0 papers with code

Evolutionary latent space search for driving human portrait generation

no code implementations25 Apr 2022 Benjamín Machín, Sergio Nesmachnow, Jamal Toutouh

This article presents an evolutionary approach for synthetic human portraits generation based on the latent space exploration of a generative adversarial network.

Face Recognition Generative Adversarial Network

Exact and heuristic approaches for multi-objective garbage accumulation points location in real scenarios

no code implementations5 Mar 2021 Diego Gabriel Rossit, Jamal Toutouh, Sergio Nesmachnow

Municipal solid waste management is a major challenge for nowadays urban societies, because it accounts for a large proportion of public budget and, when mishandled, it can lead to environmental and social problems.

Management

Virtual Savant: learning for optimization

no code implementations NeurIPS Workshop LMCA 2020 Renzo Massobrio, Sergio Nesmachnow, Bernabé Dorronsoro

This article describes Virtual Savant, a novel paradigm that applies machine learning to derive knowledge from previously-solved optimization problem instances in order to solve new ones in a massively-parallel fashion.

BIG-bench Machine Learning Combinatorial Optimization

Soft computing methods for multiobjective location of garbage accumulation points in smart cities

no code implementations25 Jun 2019 Jamal Toutouh, Diego Rossit, Sergio Nesmachnow

Experimental evaluation performed on real scenarios on the cities of Montevideo (Uruguay) and Bahia Blanca (Argentina) demonstrates the effectiveness of the proposed approaches.

Evolutionary Algorithms Management

Cannot find the paper you are looking for? You can Submit a new open access paper.