Alessandro Rudi

Identifiers

• name variant Alessandro Rudi 0.60 · backfill

Papers (15)

1. Generalization Bounds of Surrogate Policies for Combinatorial Optimization Problems stat.ML · 2024 · author #4
2. Gain with no Pain: Efficient Kernel-PCA by Nystr\"om Sampling stat.ML · 2019 · author #4
3. A General Theory for Structured Prediction with Smooth Convex Surrogates cs.LG · 2019 · author #3
4. On Fast Leverage Score Sampling and Optimal Learning stat.ML · 2018 · author #1
5. Approximating the Quadratic Transportation Metric in Near-Linear Time cs.DS · 2018 · author #3
6. Learning with SGD and Random Features stat.ML · 2018 · author #2
7. Manifold Structured Prediction stat.ML · 2018 · author #1
8. Localized Structured Prediction stat.ML · 2018 · author #3
9. Differential Properties of Sinkhorn Approximation for Learning with Wasserstein Distance stat.ML · 2018 · author #2
10. FALKON: An Optimal Large Scale Kernel Method stat.ML · 2017 · author #1
11. Consistent Multitask Learning with Nonlinear Output Relations cs.LG · 2017 · author #2
12. A Consistent Regularization Approach for Structured Prediction cs.LG · 2016 · author #2
13. NYTRO: When Subsampling Meets Early Stopping stat.ML · 2015 · author #3
14. Less is More: Nystr\"om Computational Regularization stat.ML · 2015 · author #1
15. On the Sample Complexity of Subspace Learning stat.ML · 2014 · author #1

Mentions

• 1510.05684 #3 · backfill · confidence 0.70 Alessandro Rudi
• 1507.04717 #1 · backfill · confidence 0.70 Alessandro Rudi
• 1408.5032 #1 · backfill · confidence 0.70 Alessandro Rudi
• 2407.17200 #4 · arxiv_oai · confidence 0.70 Alessandro Rudi

Frequent Coauthors

• Lorenzo Rosasco 10 shared papers
• Carlo Ciliberto 5 shared papers
• Francis Bach 3 shared papers
• Luigi Carratino 3 shared papers
• Massimiliano Pontil 2 shared papers
• Raffaello Camoriano 2 shared papers
• Alex Nowak-Vila 1 shared papers
• Axel Parmentier 1 shared papers
• Bharath Sriperumbudur 1 shared papers
• Daniele Calandriello 1 shared papers
• Gian Maria Marconi 1 shared papers
• Giulia Luise 1 shared papers
• Guille D. Canas 1 shared papers
• Jason Altschuler 1 shared papers
• Jonathan Weed 1 shared papers
• Nicholas Sterge 1 shared papers
• Pierre-Cyril Aubin-Frankowski 1 shared papers
• Tomas Angles 1 shared papers
• Yohann De Castro 1 shared papers