Luigi Carratino

Publications

Talks

  • SWSL 2019, Stuttgart Workshop on Statistical Learning Stuttgart, DE Jul. 2019
    Title: Algorithmic Regularization for Fast and Optimal Large-Scale Machine Learning
  • EUROPT 2019, Advances in Nonlinear Optimization and Applications session Glasgow, UK Jun. 2019
    Title: Algorithmic Regularization for Fast Large-Scale Machine Learning
  • SIAM CSE 2019, Inverse Problems in Machine Learning session Spokane, WA, USA Mar. 2019
    Title: Algorithmic Regularization for Machine Learning
  • CMStatistics 2018, Optimisation for machine learning and online methods session Pisa, Italy Dec. 2018
    Title: Learning with Implicit Regularization and Sketching
  • NeurIPS 2018 SPOTLIGHT Montreal, QC, Canada Dec. 2018
    Title: Learning with SGD and Random Features
  • Poggio Lab, MIT Cambridge, MA, USA Oct. 2018
    Title: Algorithmic Regularization for Machine Learning
  • SIMAI 2018, mini-symposium on Large Scale Optimization Rome, Italy Jul. 2018
    Title: Stochastic Preconditioning for Optimal Large-Scale Machine Learning
  • PhD & Faculty Seminars, DIBRIS - University of Genoa Genoa, Italy May. 2018
    Title: Fast and Optimal Kernel Methods for Large Scale Machine Learning

Teaching

  • Tutorial on Kernels - MLSS 2019 @ London

    Lecturer
    Practical class of the Kernel module of the Machine Learning Summer School, London. 22 Jul 2019
  • Machine Learning

    Teaching Assistant. Instructor: Lorenzo Rosasco & Alessandro Verri
    MSc course in Computer Science, University of Genoa. Fall 2018
  • Regularization Methods for Machine Learning

    Teaching Assistant. Instructor: Lorenzo Rosasco
    PhD course on advanced machine learning, University of Genoa. 18-22 June 2018
  • Machine Learning

    Teaching Assistant. Instructor: Lorenzo Rosasco & Alessandro Verri
    MSc course in Computer Science, University of Genoa. Fall 2017
  • Algorithms and Data Structures

    Teaching Assistant. Instructor: Viviana Mascardi
    BSc course in Computer Science, University of Genoa. Spring 2017
  • Regularization Methods for Machine Learning

    Teaching Assistant. Instructor: Lorenzo Rosasco
    PhD course on advanced machine learning, Simula Research Laboratory, Oslo. 2-6 May 2017
  • Inotroduction to Programming

    Teaching Assistant. Instructor: Francesca Odone
    BSc course in Computer Science, University of Genoa. Fall 2016

Contact Details

  • Address:
    Via Dodecaneso 35, Genoa, IT Office 320
  • Email:
    luigi.carratino dibris.unige.it
  • Phone:
    (+39) 010353 - 6981 (email preferred)
  • Curriculum Vitae:
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