Search Results for author: Jorge Guevara

Found 3 papers, 0 papers with code

A comparative study of stochastic and deep generative models for multisite precipitation synthesis

no code implementations16 Jul 2021 Jorge Guevara, Dario Borges, Campbell Watson, Bianca Zadrozny

Future climate change scenarios are usually hypothesized using simulations from weather generators.

A modular framework for extreme weather generation

no code implementations5 Feb 2021 Bianca Zadrozny, Campbell D. Watson, Daniela Szwarcman, Daniel Civitarese, Dario Oliveira, Eduardo Rodrigues, Jorge Guevara

Extreme weather events have an enormous impact on society and are expected to become more frequent and severe with climate change.

BIG-bench Machine Learning

Kernels on fuzzy sets: an overview

no code implementations30 Jul 2019 Jorge Guevara, Roberto Hirata Jr, Stéphane Canu

This paper introduces the concept of kernels on fuzzy sets as a similarity measure for $[0, 1]$-valued functions, a. k. a.

BIG-bench Machine Learning

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