conftrace_

probabilistic model

476 papers

Explore in graph

Co-occurring keywords

probabilistic modeling (852) bayesian inference (1907) variational inference (2069) generative model (2892) latent variable model (564) unsupervised learning (3264) uncertainty quantification (1393) topic modeling (461) expectation maximization (255) latent variable (541)

Papers

Variational Gaussian Process Dynamical Systems NIPS 2011
Bayesian Inference for Statistical Abduction Using Markov Chain Monte Carlo ACML 2011
A Global Structural EM Algorithm for a Model of Cancer Progression NIPS 2011
Active Classification based on Value of Classifier NIPS 2011
Learning Probabilistic Non-Linear Latent Variable Models for Tracking Complex Activities NIPS 2011
Anatomically Constrained Decoding of Finger Flexion from Electrocorticographic Signals NIPS 2011
Bridging the Language Gap: Topic Adaptation for Documents with Different Technicality AISTATS 2011
Group Anomaly Detection using Flexible Genre Models NIPS 2011
Unifying Non-Maximum Likelihood Learning Objectives with Minimum KL Contraction NIPS 2011
Simple Exponential Family PCA AISTATS 2010
Learning From Crowds JMLR 2010
Mixture of time-warped trajectory models for movement decoding NIPS 2010
Movement extraction by detecting dynamics switches and repetitions NIPS 2010
Probabilistic Multi-Task Feature Selection NIPS 2010
Cross Species Expression Analysis using a Dirichlet Process Mixture Model with Latent Matchings NIPS 2010
Learning the context of a category NIPS 2010
Dynamic Infinite Relational Model for Time-varying Relational Data Analysis NIPS 2010
Factorized Orthogonal Latent Spaces AISTATS 2010
A New Probabilistic Model for Rank Aggregation NIPS 2010
Improvements to the Sequence Memoizer NIPS 2010
Practical Approaches to Principal Component Analysis in the Presence of Missing Values JMLR 2010
Efficient Optimization for Discriminative Latent Class Models NIPS 2010
Modeling annotator expertise: Learning when everybody knows a bit of something AISTATS 2010
Gated Softmax Classification NIPS 2010
Efficient Collapsed Gibbs Sampling for Latent Dirichlet Allocation ACML 2010