Clara Lacroce

Postdoctoral researcher, Reasoning and Learning Lab, Mila, School of Computer Science, McGill University, E-mail: clara.lacroce@mail.mcgill.ca

Publications

*corresponding author.

• Lacroce C.*, Balle B., Panangaden P., Rabusseau G. “Optimal Approximate Minimization of One-Letter Weighted Finite Automata”, under review in Mathematical Structures in Computer Science
  [pdf]
  

• Michael Rizvi*, Maude Lizaire, Lacroce C., Rabusseau G. “Simulating weighted automata over sequences and trees with transformers”, to appear at AISTATS 2024

• Volodimir Mitarchuck*, Lacroce C., Remi Emonet, Remi Eyraud, Amaury Habrard, Rabusseau G. “Length independent PAC-Bayes bound for Simple RNNs”, to appear at AISTATS 2024

• Lacroce C.* “The approximate minimization problem of weighted finite automata and applications to language modelling: an approach based on Adamyan-Arov-Krein theory”, (PhD Thesis)
  [thesis] [pdf]
  

• Lacroce C.*, Panangaden P., Rabusseau G. “Towards an AAK Theory Approach to Approximate Minimization in the Multi-Letter Case”, LEARNAUT 2022
  [arXiv][pdf]
  

• Lacroce C.*, Panangaden P., Rabusseau G. “Extracting Weighted Automata for Approximate Minimization in Language Modelling”, ICGI 2020-2021
  [proceedings] [arXiv] [pdf]
  

• Balle B., Lacroce C.*, Panangaden P., Precup D., Rabusseau G. “Optimal Spectral-Norm Approximate Minimization of Weighted Finite Automata”, ICALP 2021, 48th International Colloquium on Automata, Languages, and Programming
  [proceedings] [arXiv] [pdf]
  

• Lacroce C.* “Deformations of Galois Representations”, (Master Thesis)
  [thesis][pdf]
  

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