conftrace_
← Artificial Intelligence
Artificial Intelligence ›

Bayesian & Probabilistic

4,335 papers (2 classified directly here)

Subtopics

Probabilistic Modeling (2,599) Bayesian Learning (1,663) Bayesian Inference (523) Variational Inference (107) Gaussian Processes (6) Bayesian Networks (5)

Papers per year

1
9
114
135
395
144
'00
'05
'10
'15
'20
'25

Papers (including subtopics)

ChoiceRank: Identifying Preferences from Node Traffic in Networks ICML 2017
Post-Inference Prior Swapping ICML 2017
A Birth-Death Process for Feature Allocation ICML 2017
High Dimensional Bayesian Optimization with Elastic Gaussian Process ICML 2017
Bayesian Boolean Matrix Factorisation ICML 2017
Ordinal Graphical Models: A Tale of Two Approaches ICML 2017
Learning Determinantal Point Processes with Moments and Cycles ICML 2017
Scalable Multi-Class Gaussian Process Classification using Expectation Propagation ICML 2017
Robust Probabilistic Modeling with Bayesian Data Reweighting ICML 2017
Exact Inference for Integer Latent-Variable Models ICML 2017
Tensor Belief Propagation ICML 2017
The Mixing of Markov Chains on Linear Extensions in Practice IJCAI 2017
Efficient Weighted Model Integration via SMT-Based Predicate Abstraction IJCAI 2017
Reasoning about Probabilities in Unbounded First-Order Dynamical Domains IJCAI 2017
Classical Generalized Probabilistic Satisfiability IJCAI 2017
Most Probable Explanations for Probabilistic Database Queries IJCAI 2017
Strong Syntax Splitting for Iterated Belief Revision IJCAI 2017
Universal Reinforcement Learning Algorithms: Survey and Experiments IJCAI 2017
Using Graphs of Classifiers to Impose Declarative Constraints on Semi-supervised Learning IJCAI 2017
Optimal Feature Selection for Decision Robustness in Bayesian Networks IJCAI 2017
SVD-Based Screening for the Graphical Lasso IJCAI 2017
A Density-based Nonparametric Model for Online Event Discovery from the Social Media Data IJCAI 2017
Category-aware Next Point-of-Interest Recommendation via Listwise Bayesian Personalized Ranking IJCAI 2017
LoCaTe: Influence Quantification for Location Promotion in Location-based Social Networks IJCAI 2017
Logistic Markov Decision Processes IJCAI 2017