13026 search results - page 216 / 2606 » Probabilistic Relational Models |
157
Voted
IDA
2009
Springer
15 years 10 months ago
2009
Springer
We propose a probabilistic model for the Independent Vector Analysis approach to blind deconvolution and derive an asymptotic Newton method to estimate the model by Maximum Likelih...
128
Voted
ICMLA
2009
15 years 1 months ago
2009
In this paper, we present new probabilistic models for identifying bird species from audio recordings. We introduce the independent syllable model and consider two ways of aggregat...
131
Voted
NMR
2004
Springer
15 years 9 months ago
2004
Springer
Current literature offers a number of different approaches to what could generally be called “probabilistic logic programming”. These are usually based on Horn clauses. Here, ...
136
Voted
BMVC
2010
15 years 1 months ago
2010
This paper introduces a novel probabilistic activity modeling approach that mines recurrent sequential patterns from documents given as word-time occurrences. In this model, docum...
159
Voted
NIPS
2001
15 years 5 months ago
2001
We describe latent Dirichlet allocation (LDA), a generative probabilistic model for collections of discrete data such as text corpora. LDA is a three-level hierarchical Bayesian m...