The first edition of Hardcore Data Science in Europe featured 12 outstanding sessions. My co-organizer, Angie Ma of ASI deserves much of the credit for recruiting many of the speakers. We had talks on machine learning techniques (deep / transfer / reinforcement / ensemble / semisupervised) applied to a variety of data sets (images, text, video, event data) and settings (advertising, media, ecommerce, health, environment, finance, etc.). A summary can be found below.
Learning frameworks to identify ads with low preclick quality: @mounialalmas, Hardcore Data Science #stratahadoop pic.twitter.com/VeFgN12wlv
— Ben Lorica (@bigdata) June 1, 2016
Realtime machine learning & analytics on streams at massive scale: @IraIracohen, Hardcore Data Science #stratahadoop pic.twitter.com/caoWFPfuE6
— Ben Lorica (@bigdata) June 1, 2016
Survey of recent trends in recommender systems: Danny Bickson of @datoinc, Hardcore Data Science #stratahadoop pic.twitter.com/dZX6sEkySi
— Ben Lorica (@bigdata) June 1, 2016
Visual data mining for intelligent machines: @FrancescaOdone, Hardcore Data Science #stratahadoop #ai pic.twitter.com/8T2UGk01ye
— Ben Lorica (@bigdata) June 1, 2016
The labeling bottleneck in #deeplearning for vision: team Tractable.io at Hardcore Data Science #stratahadoop #AI pic.twitter.com/fUQejMAbrv
— Ben Lorica (@bigdata) June 1, 2016
Applications of #deeplearning & RNNs to *web-scale* text: @MirowskiPiotr, Hardcore Data Science #stratahadoop pic.twitter.com/zgvNiZo4ON
— Ben Lorica (@bigdata) June 1, 2016
Detecting anomalies in computer vision: practical tips from @ASIDataScience, Hardcore Data Science #stratahadoop pic.twitter.com/B2scgfr70Y
— Ben Lorica (@bigdata) June 1, 2016
Very good survey of recent advances in #deeplearning research: @ogrisel, Hardcore Data Science #stratahadoop #ai pic.twitter.com/AD5U0lGlGu
— Ben Lorica (@bigdata) June 1, 2016
Data science & engineering collaboration "from the trenches": @mikiobraun, Hardcore Data Science #stratahadoop pic.twitter.com/k1UOFcZxF5
— Ben Lorica (@bigdata) June 1, 2016
Improving data science by ++ domain understanding: Matthew Smith @MSFTResearch, Hardcore Data Science #stratahadoop pic.twitter.com/A3pr435SVR
— Ben Lorica (@bigdata) June 1, 2016
Taxonomy generation from large collections of textual data: @RoxanaDanger Hardcore Data Science #stratahadoop pic.twitter.com/jSW5CQkKgo
— Ben Lorica (@bigdata) June 1, 2016
Computational simulation environments for #bigdata analytics: @uclfincomp, Hardcore Data Science #stratahadoop pic.twitter.com/win9Gqbut1
— Ben Lorica (@bigdata) June 1, 2016