1.Deep Learning What’s the buzz all about? Dr. Debdoot Sheet Assistant Professor Department of Electrical Engineering Indian Institute of Technology Kharagpur www.facweb.iitkgp.ernet.in/~debdoot/…
1. Image classificationby sparse coding 2. Feature learning problem Given a 14x14 image patch x, can represent it using 196 real numbers.Problem: Can we find a learn a betterrepresentation…
Slide 1 Unsupervised Feature Selection for Multi-Cluster Data Deng Cai et al, KDD 2010 Presenter: Yunchao Gong Dept. Computer Science, UNC Chapel Hill Slide 2 Introduction…
1. The D-Wave Two Dr. Geordie Rose Founder and CTO, D-Wave 2:00PM September 11th 2013 @ IDC HPC User Forum, Boston, MA Image from http://www.nas.nasa.gov/quantum/quantumcomp.html…
Slide 1 Playing with features for learning and prediction Jongmin Kim Seoul National University Slide 2 Problem statement Predicting outcome of surgery Slide 3 Ideal approach..…
Slide 1 Deep Learning for Vision Adam Coates Stanford University (Visiting Scholar: Indiana University, Bloomington) Slide 2 2 What do we want ML to do? Given image, predict…
Boris Babenko Department of Computer Science and Engineering University of California, San Diego Semi-supervised and Unsupervised Feature Scaling Abstract Feature selection…
Deep Learning for NLP (without Magic) Richard Socher Stanford, MetaMind ML Summer School, Lisbon *with a big thank you to Chris Manning and Yoshua Bengio, with whom I did…