2 citations · 2 across the 2 of their papers we have counts for
3 papers
cs.AI2022
Marginal Inference queries in Hidden Markov Models under context-free grammar constraints
Reda Marzouk, Colin de La Higuera
The primary use of any probabilistic model involving a set of random variables is to run inference and sampling queries on it. Inference queries in classical probabilistic models i…
cs.FL2014★ 2 cited
On the Computation of Distances for Probabilistic Context-Free Grammars
Colin de la Higuera, James Scicluna, Mark-Jan Nederhof
Probabilistic context-free grammars (PCFGs) are used to define distributions over strings, and are powerful modelling tools in a number of areas, including natural language process…
cs.LG2014
A Canonical Semi-Deterministic Transducer
Achilles Beros, Colin de la Higuera
We prove the existence of a canonical form for semi-deterministic transducers with incomparable sets of output strings. Based on this, we develop an algorithm which learns semi-det…