1st Lisbon Machine Learning School
TechTalks from event: 1st Lisbon Machine Learning School
Main event website: 1st Lisbon Machine Learning School
LxMLS 2011 took place July 20-25 2011 at Instituto Superior Tecnico, a leading Engineering and Science school in Portugal. It is organized jointly by IST, the Instituto de Telecomunicacoes and the Spoken Language Systems Lab - L2F of INESC-ID.
School Day 3
Learning Structured Predictors (Part 1)
- From HMMs to CRFs: discriminative learning and features
- Structured perceptron, structured SVMs and max-margin Markov networks
- Training and optimization
- Iterative scaling, L-BFGS, perceptron, MIRA, stochastic and batch gradient descent
Learning Structured Predictors (Part 2)Learning Structured Predictors continued.