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G. Valdes

2 papers here

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

author position
  • first author1
  • last author1

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.LG1
  • stat.ML1
same name
  • G. Valdes — 19 papers
  • G. Valdes — 14 papers
  • G. Valdes — 2 papers
  • G. Valdes — 2 papers
  • G. Valdes — 2 papers
  • G. Valdes — 2 papers

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

most citedTree-Structured Boosting: Connections Between Gradient Boosted Stumps and Full Decision Trees

2 citations · 3 across the 2 of their papers we have counts for

collaborators

2 papers

cs.LG2021★ 1 cited

Lockout: Sparse Regularization of Neural Networks

Gilmer Valdes, Wilmer Arbelo, Yannet Interian +1

Many regression and classification procedures fit a parameterized function f(x;w) of predictor variables x to data {xi​,yi​}1N​ based on some loss criterion L(y,f).…

stat.ML2017★ 2 cited

Tree-Structured Boosting: Connections Between Gradient Boosted Stumps and Full Decision Trees

José Marcio Luna, Eric Eaton, Lyle H. Ungar +7

Additive models, such as produced by gradient boosting, and full interaction models, such as classification and regression trees (CART), are widely used algorithms that have been i…

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