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Gustavo Lacerda

4 papers hereh-index 7423 citations18 works total

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

author position
  • sole author1
  • first author1
  • middle author2

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • cs.AI1
  • cs.GT1
  • math.LO1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20122021
most citedCausal discovery of linear acyclic models with arbitrary distributions

55 citations · 102 across the 4 of their papers we have counts for

collaborators

4 papers

cs.GT2021★ 2 cited

Smart Proofs via Smart Contracts: Succinct and Informative Mathematical Derivations via Decentralized Markets

Sylvain Carré, Franck Gabriel, Clément Hongler +2

Modern mathematics is built on the idea that proofs should be translatable into formal proofs, whose validity is an objective question, decidable by a computer. Yet, in practice, p…

math.LO2014

Upper-Bounding Proof Length with the Busy Beaver

Gustavo Lacerda

Consider a short theorem, i.e. one that can be written down using just a few symbols. Can its shortest proof be arbitrarily long? We answer this question in the negative. Inspired…

cs.AI2012★ 45 cited

Discovering Cyclic Causal Models by Independent Components Analysis

Gustavo Lacerda, Peter L. Spirtes, Joseph Ramsey +1

We generalize Shimizu et al's (2006) ICA-based approach for discovering linear non-Gaussian acyclic (LiNGAM) Structural Equation Models (SEMs) from causally sufficient, continuous-…

stat.ML2012★ 55 cited

Causal discovery of linear acyclic models with arbitrary distributions

Patrik O. Hoyer, Aapo Hyvarinen, Richard Scheines +4

An important task in data analysis is the discovery of causal relationships between observed variables. For continuous-valued data, linear acyclic causal models are commonly used t…

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