conftrace_
← Bayesian & Probabilistic
Artificial Intelligence › Bayesian & Probabilistic ›

Probabilistic Modeling

2,599 papers

Papers per year

1
8
78
87
232
84
'00
'05
'10
'15
'20
'25

Papers

Variational Gaussian Copula Inference AISTATS 2016
Globally Sparse Probabilistic PCA AISTATS 2016
Non-negative Matrix Factorization for Discrete Data with Hierarchical Side-Information AISTATS 2016
Efficient Sampling for k-Determinantal Point Processes AISTATS 2016
Discriminative Structure Learning of Arithmetic Circuits AISTATS 2016
Probabilistic Prototype Model for Serendipitous Property Mining COLING 2016
A Joint Sentiment-Target-Stance Model for Stance Classification in Tweets COLING 2016
Structured Generative Models of Continuous Features for Word Sense Induction COLING 2016
Monte Carlo Markov Chain Algorithms for Sampling Strongly Rayleigh Distributions and Determinantal Point Processes COLT 2016
Reinforcement Learning of POMDPs using Spectral Methods COLT 2016
Latent Variable Graphical Model Selection Using Harmonic Analysis: Applications to the Human Connectome Project (HCP) CVPR 2016
A Probabilistic Collaborative Representation Based Approach for Pattern Classification CVPR 2016
RAID-G: Robust Estimation of Approximate Infinite Dimensional Gaussian With Application to Material Recognition CVPR 2016
Mixture of Bilateral-Projection Two-Dimensional Probabilistic Principal Component Analysis CVPR 2016
UAV Sensor Fusion With Latent-Dynamic Conditional Random Fields in Coronal Plane Estimation CVPR 2016
Copula Ordinal Regression for Joint Estimation of Facial Action Unit Intensity CVPR 2016
Bottom-Up and Top-Down Reasoning With Hierarchical Rectified Gaussians CVPR 2016
A Field Model for Repairing 3D Shapes CVPR 2016
Hawkes Processes with Stochastic Excitations ICML 2016
Optimality of Belief Propagation for Crowdsourced Classification ICML 2016
Exact Exponent in Optimal Rates for Crowdsourcing ICML 2016
PAC learning of Probabilistic Automaton based on the Method of Moments ICML 2016
Boolean Matrix Factorization and Noisy Completion via Message Passing ICML 2016
Collapsed Variational Inference for Sum-Product Networks ICML 2016
Hierarchical Compound Poisson Factorization ICML 2016