Search Results - Alessandro Rudi

Refine Results
  1. 41
    Nyström Kernel Mean Embeddings

    Nyström Kernel Mean Embeddings by Chatalic, Antoine, Schreuder, Nicolas, Alessandro Rudi, Rosasco, Lorenzo

    Published in arXiv.org
    Get full text
    Article
    Save to List
    Saved in:
  2. 42
    Structured Prediction with Partial Labelling through the Infimum Loss

    Structured Prediction with Partial Labelling through the Infimum Loss by Cabannes, Vivien, Alessandro Rudi, Bach, Francis

    Published in arXiv.org
    Get full text
    Article
    Save to List
    Saved in:
  3. 43
    Consistent Structured Prediction with Max-Min Margin Markov Networks

    Consistent Structured Prediction with Max-Min Margin Markov Networks by Nowak-Vila, Alex, Bach, Francis, Alessandro Rudi

    Published in arXiv.org
    Get full text
    Article
    Save to List
    Saved in:
  4. 44
    Non-parametric Models for Non-negative Functions

    Non-parametric Models for Non-negative Functions by Marteau-Ferey, Ulysse, Bach, Francis, Alessandro Rudi

    Published in arXiv.org
    Get full text
    Article
    Save to List
    Saved in:
  5. 45
    Measuring dissimilarity with diffeomorphism invariance

    Measuring dissimilarity with diffeomorphism invariance by Cantelobre, Théophile, Ciliberto, Carlo, Guedj, Benjamin, Alessandro Rudi

    Published in arXiv.org
    Get full text
    Article
    Save to List
    Saved in:
  6. 46
    Overcoming the curse of dimensionality with Laplacian regularization in semi-supervised learning

    Overcoming the curse of dimensionality with Laplacian regularization in semi-supervised learning by Cabannes, Vivien, Pillaud-Vivien, Loucas, Bach, Francis, Alessandro Rudi

    Published in arXiv.org
    Get full text
    Article
    Save to List
    Saved in:
  7. 47
    Interpolation and Learning with Scale Dependent Kernels

    Interpolation and Learning with Scale Dependent Kernels by Pagliana, Nicolò, Alessandro Rudi, De Vito, Ernesto, Rosasco, Lorenzo

    Published in arXiv.org
    Get full text
    Article
    Save to List
    Saved in:
  8. 48
    A General Framework for Consistent Structured Prediction with Implicit Loss Embeddings

    A General Framework for Consistent Structured Prediction with Implicit Loss Embeddings by Ciliberto, Carlo, Rosasco, Lorenzo, Alessandro Rudi

    Published in arXiv.org
    Get full text
    Article
    Save to List
    Saved in:
  9. 49
    Infinite-Dimensional Sums-of-Squares for Optimal Control

    Infinite-Dimensional Sums-of-Squares for Optimal Control by Berthier, Eloïse, Carpentier, Justin, Alessandro Rudi, Bach, Francis

    Published in arXiv.org
    Get full text
    Article
    Save to List
    Saved in:
  10. 50
    Globally Convergent Newton Methods for Ill-conditioned Generalized Self-concordant Losses

    Globally Convergent Newton Methods for Ill-conditioned Generalized Self-concordant Losses by Marteau-Ferey, Ulysse, Bach, Francis, Alessandro Rudi

    Published in arXiv.org
    Get full text
    Article
    Save to List
    Saved in:
  11. 51
    Online nonparametric regression with Sobolev kernels

    Online nonparametric regression with Sobolev kernels by Zadorozhnyi, Oleksandr, Gaillard, Pierre, Gerschinovitz, Sebastien, Alessandro Rudi

    Published in arXiv.org
    Get full text
    Article
    Save to List
    Saved in:
  12. 52
    Localized Structured Prediction

    Localized Structured Prediction by Ciliberto, Carlo, Bach, Francis, Alessandro Rudi

    Published in arXiv.org
    Get full text
    Article
    Save to List
    Saved in:
  13. 53
    Efficient online learning with kernels for adversarial large scale problems

    Efficient online learning with kernels for adversarial large scale problems by Jézéquel, Rémi, Gaillard, Pierre, Alessandro Rudi

    Published in arXiv.org
    Get full text
    Article
    Save to List
    Saved in:
  14. 54
    Vector-Valued Least-Squares Regression under Output Regularity Assumptions

    Vector-Valued Least-Squares Regression under Output Regularity Assumptions by Brogat-Motte, Luc, Alessandro Rudi, Brouard, Céline, Rousu, Juho, d'Alché-Buc, Florence

    Published in arXiv.org
    Get full text
    Article
    Save to List
    Saved in:
  15. 55
    Kernel methods through the roof: handling billions of points efficiently

    Kernel methods through the roof: handling billions of points efficiently by Meanti, Giacomo, Carratino, Luigi, Rosasco, Lorenzo, Alessandro Rudi

    Published in arXiv.org
    Get full text
    Article
    Save to List
    Saved in:
  16. 56
    A General Theory for Structured Prediction with Smooth Convex Surrogates

    A General Theory for Structured Prediction with Smooth Convex Surrogates by Nowak-Vila, Alex, Bach, Francis, Alessandro Rudi

    Published in arXiv.org
    Get full text
    Article
    Save to List
    Saved in:
  17. 57
    Learning with SGD and Random Features

    Learning with SGD and Random Features by Carratino, Luigi, Alessandro Rudi, Rosasco, Lorenzo

    Published in arXiv.org
    Get full text
    Article
    Save to List
    Saved in:
  18. 58
    Exponential convergence of testing error for stochastic gradient methods

    Exponential convergence of testing error for stochastic gradient methods by Pillaud-Vivien, Loucas, Alessandro Rudi, Bach, Francis

    Published in arXiv.org
    Get full text
    Article
    Save to List
    Saved in:
  19. 59
    Sharp Analysis of Learning with Discrete Losses

    Sharp Analysis of Learning with Discrete Losses by Nowak-Vila, Alex, Bach, Francis, Alessandro Rudi

    Published in arXiv.org
    Get full text
    Article
    Save to List
    Saved in:
  20. 60
    Statistical Optimality of Stochastic Gradient Descent on Hard Learning Problems through Multiple Passes

    Statistical Optimality of Stochastic Gradient Descent on Hard Learning Problems through Multiple Passes by Pillaud-Vivien, Loucas, Alessandro Rudi, Bach, Francis

    Published in arXiv.org
    Get full text
    Article
    Save to List
    Saved in:

Search Tools: