Luigi Carratino

Research Scientist at Yahoo Research

Publications

Talks

  • SIMAI 2020-2021, mini-symposium on Mathematics of Machine Learning Parma, Italy Aug. 2021
    Title: Scalable Gaussian Process Optimization on Continuous Domain by Adaptive Discretization
  • 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

  • Reinforcement Learning classes - Advanced Machine Learning

    Lecturer.
    MSc course in Computer Science, University of Genoa. Spring 2021
  • Mathematics of Machine Learning

    Teaching Assistant.
    MSc course in Math, University of Genoa. Spring 2020
  • 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.
    MSc course in Computer Science, University of Genoa. Fall 2018
  • Regularization Methods for Machine Learning

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

    Teaching Assistant.
    MSc course in Computer Science, University of Genoa. Fall 2017
  • Algorithms and Data Structures

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

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

    Teaching Assistant.
    BSc course in Computer Science, University of Genoa. Fall 2016

Contact Details

  • Email:
    luigi.carratino yahooinc.com