← Bayesian & Probabilistic
Artificial Intelligence › Bayesian & Probabilistic ›

Probabilistic Modeling

2591 directly classified papers

Papers per year

Papers

Detecting Non-Membership in LLM Training Data via Rank Correlations EACL 2026
A Unified View on Emotion Representation in Large Language Models EACL 2026
How Should We Model the Probability of a Language? EACL 2026
Lorentz Entailment Cone for Semantic Segmentation WACV 2026
Intra-Class Probabilistic Embeddings for Uncertainty Estimation in Vision-Language Models WACV 2026
MMCM: Multimodality-aware Metric using Clustering-based Modes for Probabilistic Human Motion Prediction WACV 2026
SGPMIL: Sparse Gaussian Process Multiple Instance Learning WACV 2026
Performance of Conformal Prediction in Capturing Aleatoric Uncertainty WACV 2026
Controllable Epistemic Sensitivity in Large Language Models: Probing, Benchmarking, and Adaptive Reasoning AAAI 2026
On the Computational Tractability of Probabilistic Global and Local Sufficient Explanation AAAI 2026
BATIS: Bayesian Approaches for Targeted Improvement of Species Distribution Models AAAI 2026
TrustEnergy: A Unified Framework for Accurate and Reliable User-level Energy Usage Prediction AAAI 2026
The Fixed-Point of Distrust: A Formal Theory of Perceived Systemic Incompetence AAAI 2026
A Framework for Belief-based Programs and Their Verification (Abstract Reprint) AAAI 2026
Prediction of Hospital Associated Infections During Continuous Hospital Stays AAAI 2026
Dropouts in Confidence: Moral Uncertainty in Human-LLM Alignment AAAI 2026
GraphVSSM: Graph Variational State-Space Model for Probabilistic Spatiotemporal Inference of Dynamic Exposure and Vulnerability for Regional Disaster Resilience Assessment AAAI 2026
Universal Learning of Stochastic Dynamics for Exact Belief Propagation Using Bernstein Normalizing Flows AAAI 2026
Potential Outcome Rankings for Counterfactual Decision Making AAAI 2026
When Natural Strategies Meet Fuzziness and Resource-Bounded Actions AAAI 2026
A Phase Transition for Opinion Dynamics with Competing Biases AAAI 2026
Think How Your Teammates Think: Active Inference Can Benefit Decentralized Execution AAAI 2026
Impute Missing Entries with Uncertainty AAAI 2026
FedDNA: DNA Sequence Reconstruction via Deep Evidential Learning and Personalized Federated Aggregation AAAI 2026
Exact Shapley Attributions in Quadratic-time for FANOVA Gaussian Processes AAAI 2026