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 2
Sequence Models (Part 2)Sequence Models continued.
Sequence Models (Part 1)
- Markov models and hidden Markov models (HMMs)
- Dynamic programming algorithms (Viterbi and sum-product)
- Parameter learning (MLE and Baum-Welch/EM)
- Finite state machines and finite state transducers