10 items found

Tags: Machine Learning

Filter Results
  • ConferencePaper

    Why Are Learned Indexes So Effective

    A recent trend in algorithm design consists of augmenting classic data structures with machine learning models, which are better suited to reveal and exploit patterns and trends...
    • HTML
      The resource: 'Link to the publication' is not accessible as guest user. You must login to access it!
    • PDF
      The resource: 'PDF' is not accessible as guest user. You must login to access it!
  • TrainingMaterial

    Data in soccer: an athletic trainer's point of view

    Abstract: This webinar is focused on describing the importance of the data in soccer and in particular on the athletic trainer point of view. Cristoforo Fialetti, an athletic...
    • Webloc
      The resource: 'Webinar' is not accessible as guest user. You must login to access it!
  • JournalArticle

    Fair Prediction with Disparate Impact A Study of Bias in Recidivism Predictio...

    Recidivism prediction instruments (RPIs) provide decision-makers with an assessment of the likelihood that a criminal defendant will reoffend at a future point in time....
    • bibtex
      The resource: 'BibTeX file' is not accessible as guest user. You must login to access it!
    • HTML
      The resource: 'Journal Article' is not accessible as guest user. You must login to access it!
  • ConferencePaper

    Beyond Distributive Fairness in Algorithmic Decision Making

    Beyond Distributive Fairness in Algorithmic Decision Making Feature Selection for Procedurally Fair Learning With widespread use of machine learning methods in numerous...
    • bibtex
      The resource: 'BibTeX' is not accessible as guest user. You must login to access it!
    • PDF
      The resource: 'Conference Proceeding ...' is not accessible as guest user. You must login to access it!
  • ConferencePaper

    Private traits and attributes are predictable from digital records of human b...

    We show that easily accessible digital records of behavior, Facebook Likes, can be used to automatically and accurately predict a range of highly sensitive personal attributes...
    • bibtex
      The resource: 'BibTeX file' is not accessible as guest user. You must login to access it!
    • PDF
      The resource: 'Conference Paper' is not accessible as guest user. You must login to access it!
  • ConferencePaper

    A comparative study of fairness enhancing interventions in machine learning

    Computers are increasingly used to make decisions that have significant impact on people's lives. Often, these predictions can affect different population subgroups...
    • bibtex
      The resource: 'BibTeX' is not accessible as guest user. You must login to access it!
    • HTML
      The resource: 'Conference Proceedings' is not accessible as guest user. You must login to access it!
  • TerritoriAperti: Method

    Debiaser for Multiple Variables

    Debiaser for Multiple Variables This repository contains the implementation of DEMV algorithm described in the paper: Enhancing Fairness in Classification Tasks with Multiple...
    • The resource: 'Github Repository' is not accessible as guest user. You must login to access it!
  • JournalArticle

    A Critical Reassessment of the Saerens-Latinne-Decaestecker Algorithm

    We critically re-examine the Saerens-Latinne-Decaestecker (SLD) algorithm, a well-known method for estimating class prior probabilities (“priors”) and adjusting posterior...
    • The resource: 'Link to Publication' is not accessible as guest user. You must login to access it!
  • ConferencePaper

    Boilerplate Removal using a Neural Sequence Labeling Model

    The extraction of main content from web pages is an important task for numerous applications, ranging from usability aspects, like reader views for news articles in web...
    • The resource: 'Link to Publication' is not accessible as guest user. You must login to access it!
  • JournalArticle

    Will big data algorithms dismantle the foundations of liberalism

    In Homo Deus, Yuval Noah Harari argues that technological advances of the twenty-first century will usher in a significant shift in how humans make important life decisions....
    • bibtex
      The resource: 'BibTex file' is not accessible as guest user. You must login to access it!
    • HTML
      The resource: 'Journal Article' is not accessible as guest user. You must login to access it!
You can also access this registry using the API (see API Docs).