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J. Albinati

3 papers hereh-index 6110 citations10 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author2
  • middle author1

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.LG1
  • cs.SI1
  • stat.AP1

identity via Semantic Scholar / OpenAlex

activity
20162019
most citedFunction-Space Distributions over Kernels

8 citations · 8 across the 2 of their papers we have counts for

collaborators

3 papers

cs.LG2019★ 8 cited

Function-Space Distributions over Kernels

Gregory W. Benton, Wesley J. Maddox, Jayson P. Salkey +2

Gaussian processes are flexible function approximators, with inductive biases controlled by a covariance kernel. Learning the kernel is the key to representation learning and stron…

cs.SI2017

Enhancement of Epidemiological Models for Dengue Fever Based on Twitter Data

Julio Albinati, Wagner Meira, Gisele L. Pappa +2

Epidemiological early warning systems for dengue fever rely on up-to-date epidemiological data to forecast future incidence. However, epidemiological data typically requires time t…

stat.AP2016

An Accurate Gaussian Process-Based Early Warning System for Dengue Fever

Julio Albinati, Wagner Meira, Gisele Lobo Pappa

Dengue fever is a mosquito-borne disease present in all Brazilian territory. Brazilian government, however, lacks an accurate early warning system to quickly predict future dengue…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.