Oscar Celma

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last.fm python music recommendation longtail 2013 musichackday spotify pandora discovery ismir2008 miró socialtagging folksonomy mp3.com taxonomy experts wisdom of crowds music2.0 2008 hollywood ffmpeg movie silent film film gracenote image editing video processing fun arduino xmas lights guitar stockholm mir recsys rickroll rickrolled sf eeg brain weird funny echonest lastfm web20 music20 mtg upf music3.0 amazon netlfix phd long tail defense sna ismir2007 web2.0 complex networks allmusic.com recommender systems acm kdd; netflix evaluation workshop

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Oscar Celma

Approximate nearest neighbor methods and vector models – NYC ML meetup

Music recommendations @ MLConf 2014

Learning to Rank for Recommender Systems - ACM RecSys 2013 tutorial

Recommendation at Netflix Scale

Hadoop and beyond: power tools for data mining

Collaborative Filtering at Spotify

seevl: Data-driven music discovery

Runaway complexity in Big Data... and a plan to stop it

The Dark Art: Is Music Recommendation Science a Science

Data Mining Music

Auralist: Introducing Serendipity into Music Recommendation

Spotting Hadoop in the wild

Introduction to Matrix Factorization Methods Collaborative Filtering

Techniques for Scaling the Netflix API - QCon SF

Crowd sourcing for tempo estimation

ACM RecSys 2011 - Rank and Relevance in Novelty and Diversity Metrics for Recommender Systems

Linked data life cycles

The Real Life Social Network v2

So you want to do a startup, eh?

Shoudio API v1