Francesco Locatello

Identifiers

• name variant Francesco Locatello 0.60 · backfill

Papers (15)

1. The Rate-Distortion-Polysemanticity Tradeoff in SAEs cs.LG · 2026 · author #3
2. Causal Learning with the Invariance Principle stat.ML · 2026 · author #2
3. Towards a holistic understanding of Selection Bias for Causal Effect Identification stat.ME · 2026 · author #5
4. Controlling Transient Amplification Improves Long-horizon Rollouts cs.LG · 2026 · author #2
5. Learning Discrete Diffusion of Graphs via Free-Energy Gradient Flows cs.LG · 2026 · author #3
6. Scalable Mechanistic Neural Networks for Differential Equations and Machine Learning cs.LG · 2024 · author #5
7. Challenging Common Assumptions in the Unsupervised Learning of Disentangled Representations cs.LG · 2018 · author #1
8. SOM-VAE: Interpretable Discrete Representation Learning on Time Series cs.LG · 2018 · author #3
9. Boosting Black Box Variational Inference stat.ML · 2018 · author #1
10. Competitive Training of Mixtures of Independent Deep Generative Models cs.LG · 2018 · author #1
11. A Conditional Gradient Framework for Composite Convex Minimization with Applications to Semidefinite Programming math.OC · 2018 · author #3
12. On Matching Pursuit and Coordinate Descent stat.ML · 2018 · author #1
13. Boosting Variational Inference: an Optimization Perspective cs.LG · 2017 · author #1
14. Greedy Algorithms for Cone Constrained Optimization with Convergence Guarantees cs.LG · 2017 · author #1
15. A Unified Optimization View on Generalized Matching Pursuit and Frank-Wolfe cs.LG · 2017 · author #1

Mentions

• 2605.08856 #2 · arxiv_oai · confidence 0.70 Francesco Locatello

Frequent Coauthors

• Gunnar R\"atsch 7 shared papers
• Bernhard Sch\"olkopf 3 shared papers
• Martin Jaggi 3 shared papers
• Rajiv Khanna 3 shared papers
• Adeel Pervez 2 shared papers
• Francesco Montagna 2 shared papers
• Michael Tschannen 2 shared papers
• Sylvain Gelly 2 shared papers
• Alp Yurtsever 1 shared papers
• Anant Raj 1 shared papers
• Damien Vincent 1 shared papers
• Dan Alistarh 1 shared papers
• Dario Rancati 1 shared papers
• Dingling Yao 1 shared papers
• Filip Kovacevic 1 shared papers
• Gideon Dresdner 1 shared papers
• Heiko Strathmann 1 shared papers
• Ilya Tolstikhin 1 shared papers
• Isabel Valera 1 shared papers
• Jan Maas 1 shared papers