← Bayesian & Probabilistic
Artificial Intelligence › Bayesian & Probabilistic ›

Probabilistic Modeling

2591 directly classified papers

Papers per year

Papers

Colour Passing Revisited: Lifted Model Construction with Commutative Factors AAAI 2024
Measuring Goal-Directedness NIPS 2024
Taking a turn for the better: Conversation redirection throughout the course of mental-health therapy EMNLP 2024
The Evidence Contraction Issue in Deep Evidential Regression: Discussion and Solution AAAI 2024
Statistical and Geometrical properties of the Kernel Kullback-Leibler divergence NIPS 2024
Structural Inference of Dynamical Systems with Conjoined State Space Models NIPS 2024
LanguageFlow: Advancing Diffusion Language Generation with Probabilistic Flows NAACL 2024
Neurocomputational model of speech recognition for pathological speech detection: a case study on Parkinson's disease speech detection INTERSPEECH 2024
Probabilistic Offline Policy Ranking with Approximate Bayesian Computation AAAI 2024
Beta-LR: Interpretable Logical Reasoning based on Beta Distribution NAACL 2024
A General Model for Aggregating Annotations AcrossSimple, Complex, and Multi-object Annotation Tasks (Abstract Reprint) AAAI 2024
Non-Exchangeable Conformal Language Generation with Nearest Neighbors EACL 2024
Evidential Stochastic Differential Equations for Time-Aware Sequential Recommendation NIPS 2024
Identifying and Addressing Disparities in Public Libraries with Bayesian Latent Variable Modeling AAAI 2024
Piecewise Linear Transformation – Propagating Aleatoric Uncertainty in Neural Networks AAAI 2024
Personalizing Reinforcement Learning from Human Feedback with Variational Preference Learning NIPS 2024
PGMax: Factor Graphs for Discrete Probabilistic Graphical Models and Loopy Belief Propagation in JAX JMLR 2024
Linear Uncertainty Quantification of Graphical Model Inference NIPS 2024
Robust Uncertainty Quantification Using Conformalised Monte Carlo Prediction AAAI 2024
Towards Human-Like Machine Comprehension: Few-Shot Relational Learning in Visually-Rich Documents COLING 2024
SocialCVAE: Predicting Pedestrian Trajectory via Interaction Conditioned Latents AAAI 2024
Stable Implementation of Probabilistic ODE Solvers JMLR 2024
Modelling Variability in Human Annotator Simulation ACL 2024
Parallel-in-Time Probabilistic Numerical ODE Solvers JMLR 2024
Building Expressive and Tractable Probabilistic Generative Models: A Review IJCAI 2024