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Francesca Mignacco

Identifiers

  • name variant Francesca Mignacco 0.60 · backfill

Papers (14)

  1. Neural subspaces, minimax entropy, and mean-field theory for networks of neurons physics.bio-ph · 2025 · author #2
  2. A statistical physics framework for optimal learning cond-mat.dis-nn · 2025 · author #1
  3. Analytic theory of dropout regularization stat.ML · 2025 · author #2
  4. Extended mean-field theories for networks of real neurons physics.bio-ph · 2025 · author #2
  5. Optimal Protocols for Continual Learning via Statistical Physics and Control Theory cs.LG · 2024 · author #3
  6. Dissecting the Interplay of Attention Paths in a Statistical Mechanics Theory of Transformers cs.LG · 2024 · author #2
  7. Nonlinear classification of neural manifolds with contextual information q-bio.NC · 2024 · author #1
  8. High-Dimensional Non-Convex Landscapes and Gradient Descent Dynamics cond-mat.dis-nn · 2023 · author #4
  9. Forward Learning with Top-Down Feedback: Empirical and Analytical Characterization cs.LG · 2023 · author #2
  10. Learning curves for the multi-class teacher-student perceptron stat.ML · 2022 · author #2
  11. The effective noise of Stochastic Gradient Descent cond-mat.dis-nn · 2021 · author #1
  12. Stochasticity helps to navigate rough landscapes: comparing gradient-descent-based algorithms in the phase retrieval problem cond-mat.dis-nn · 2021 · author #1
  13. Dynamical mean-field theory for stochastic gradient descent in Gaussian mixture classification cs.LG · 2020 · author #1
  14. The role of regularization in classification of high-dimensional noisy Gaussian mixture stat.ML · 2020 · author #1

Mentions

  • 2505.07792 #2 · arxiv_oai · confidence 0.70 Francesca Mignacco
  • 2409.18061 #3 · arxiv_oai · confidence 0.70 Francesca Mignacco
  • 2508.02633 #2 · arxiv_oai · confidence 0.70 Francesca Mignacco
  • 2504.15197 #2 · arxiv_oai · confidence 0.70 Francesca Mignacco
  • 2405.06851 #1 · arxiv_oai · confidence 0.70 Francesca Mignacco
  • 2405.15926 #2 · arxiv_oai · confidence 0.70 Francesca Mignacco
  • 2302.05440 #2 · arxiv_oai · confidence 0.70 Francesca Mignacco
  • 2308.03754 #4 · arxiv_oai · confidence 0.70 Francesca Mignacco
  • 2203.12094 #2 · arxiv_oai · confidence 0.70 Francesca Mignacco
  • 2112.10852 #1 · arxiv_oai · confidence 0.70 Francesca Mignacco
  • 2006.06098 #1 · arxiv_oai · confidence 0.70 Francesca Mignacco
  • 2103.04902 #1 · arxiv_oai · confidence 0.70 Francesca Mignacco
  • 2002.11544 #1 · arxiv_oai · confidence 0.70 Francesca Mignacco
  • 2507.07907 #1 · arxiv_oai · confidence 0.70 Francesca Mignacco

Frequent Coauthors