#esti

factorization methods for discrete sequential esti

trary, overlapping features Effective for sequence labeling tasks Variational and Approximate Inference Methods When exact inference becomes computationally prohibitive, approximation techniques come into play: Variational methods: Approximate the true distribution with a simpler, tractable one