'Squared loss' diaporamas de présentation

Predictive Learning from Data

Predictive Learning from Data. LECTURE SET 6 Methods for Data Reduction and Dimensionality Reduction. Electrical and Computer Engineering. 1. OUTLINE. Motivation for unsupervised learning - Goals of modeling - Overview of artificial neural networks NN methods for unsupervised learning

863 views • 86 slides

Collaborative Filtering Matrix Factorization Approach

Collaborative Filtering Matrix Factorization Approach. Collaborative filtering algorithms. Common types: Global effects Nearest neighbor Matrix factorization Restricted Boltzmann machine Clustering Etc. Optimization. Optimization is an important part of many machine learning methods.

679 views • 30 slides

Regression Linear Regression Regression Trees

Regression Linear Regression Regression Trees. Characteristics of classification models. slide thanks to Greg Shakhnarovich (CS195-5, Brown Univ., 2006). slide thanks to Greg Shakhnarovich (CS195-5, Brown Univ., 2006). slide thanks to Greg Shakhnarovich (CS195-5, Brown Univ., 2006).

614 views • 29 slides

Score Functions under the Optimization Approach Work Session on Statistical Data Editing

434 views • 29 slides

Score Functions under the Optimization Approach Work Session on Statistical Data Editing

293 views • 29 slides

Loss

232 views • 21 slides

We have a TA!

196 views • 13 slides