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Probability

519 papers (95 classified directly here)

Subtopics

Stochastic Processes (438)

Papers per year

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Papers (including subtopics)

Talagrand Meets Talagrand: Upper and Lower Bounds on Expected Soft Maxima of Gaussian Processes with Finite Index Sets ALT 2026
Langevin Multiplicative Weights Update with Applications in Polynomial Portfolio Management AAAI 2025
Langevin Monte Carlo Beyond Lipschitz Gradient Continuity AAAI 2025
Error Analysis Affected by Heavy-Tailed Gradients for Non-Convex Pairwise Stochastic Gradient Descent AAAI 2025
A Wiener Process Perspective on Local Intrinsic Dimension Estimation Methods AAAI 2025
Multiple Mean-Payoff Optimization Under Local Stability Constraints AAAI 2025
Formal Quality Measures for Predictors in Markov Decision Processes AAAI 2025
SConU: Selective Conformal Uncertainty in Large Language Models ACL 2025
Language Model Probabilities are Not Calibrated in Numeric Contexts ACL 2025
A Spatio-Temporal Point Process for Fine-Grained Modeling of Reading Behavior ACL 2025
Analyzing and Modeling LLM Response Lengths with Extreme Value Theory: Anchoring Effects and Hybrid Distributions EMNLP 2025
VeRecycle: Reclaiming Guarantees from Probabilistic Certificates for Stochastic Dynamical Systems after Change IJCAI 2025
Learning Neural Jump Stochastic Differential Equations with Latent Graph for Multivariate Temporal Point Processes IJCAI 2025
Sampling and Estimation on Manifolds using the Langevin Diffusion JMLR 2025
Quantifying the Effectiveness of Linear Preconditioning in Markov Chain Monte Carlo JMLR 2025
Losing Momentum in Continuous-time Stochastic Optimisation JMLR 2025
Generalized multi-view model: Adaptive density estimation under low-rank constraints JMLR 2025
Concentration of Cumulative Reward in Markov Decision Processes JMLR 2025
Backward Filtering Forward Guiding JMLR 2025
Geodesic Slice Sampling on the Sphere JMLR 2025
On Neural Networks as Infinite Tree-Structured Probabilistic Graphical Models NIPS 2024
Is Score Matching Suitable for Estimating Point Processes? NIPS 2024
Generative Fractional Diffusion Models NIPS 2024
Constrained Sampling with Primal-Dual Langevin Monte Carlo NIPS 2024
Low Degree Hardness for Broadcasting on Trees NIPS 2024