April 14, 2014 Music discovery at Spotify Music + ML = ❤ April 14, 2014 I’m Erik Bernhardsson Engineering Manager at Spotify in NYC @fulhack The “Prism” team Chris…
Next Directions in Mahout’s Recommenders Sebastian Schelter, Apache Software Foundation Bay Area Mahout Meetup NextDirectionsinMahout’sRecommenders 2/38 About me PhD…
August 5, 2013 ML ♡ Hadoop @ Spotify If it’s slow, buy more racks I’m Erik Bernhardsson Master’s in Physics from KTH in Stockholm Started at Spotify in 2008, managed…
A Unified View of Matrix Factorization Models Ajit P. Singh and Geoffrey J. Gordon Machine Learning Department Carnegie Mellon University Pittsburgh PA 15213, USA {ajit,ggordon}@cs.cmu.edu…
1. Fortschritte im Bereich Collaborative Filtering Vortrag von Martin Esche 06.12.2013 2. Gliederung Kurze Einführung in die Funktionsweise von Collaborative Filtering …
1. ACM RecSys 2013, Hong KongFABIO AIOLLI UNIVERSITY OF PADOVA (ITALY)Efficient Top-N Recommendation for Very Large Scale Binary Rated Datasets16/10/2013F. Aiolli – Efficient…
1. Efficient Top-N Recommendation by Linear Regression Mark Levy Mendeley 2. What and why? ●Social network products @Mendeley 3. What and why? ●Social network products…
1. Big Graph on small computer Hadoop meeting Michael Leznik King.Com Inspired by Aapo Kryola 2. What is GraphChi • GraphChi, a disk-based system for computing efficiently…
1. Introduction Preprocessing VSM Model Query and Performance Modeling LSI Model Hands-on Introduction to Text Mining with Julia - A Mathematical approach Abhijith Chandraprabhu…