density estimation

A Data-Augmented Contrastive Learning Approach to Nonparametric Density Estimation JMLR 2026 Bivariate Causal Discovery Using Rate-Distortion MDL: An Information Dimension Approach CLeaR 2026 CountingDINO: A Training-free Pipeline for Class-Agnostic Counting using Unsupervised Backbones WACV 2026 Covariate-dependent Hierarchical Dirichlet Processes JMLR 2026 DDPM Score Matching and Distribution Learning (Extended Abstract) COLT 2026 Deconvolution in unlinked linear models JMLR 2026 Demystifying Uncertainty in LLMs: Active Calibration between Concepts and Human Evaluations ACL 2026 Density estimation for Hellinger via minimum-distance estimators: mixtures of Gaussians, log-concave, and more COLT 2026 Finite Sample Bounds for Learning with Score Matching COLT 2026 Minimax density estimation in the adversarial framework under local differential privacy JMLR 2026 MMG: Mutual Information Estimation via the MMSE Gap in Diffusion UAI 2026 Nonparametric Estimation of a Factorizable Density using Diffusion Models JMLR 2026 Prototype-Driven Active Domain Adaptation with Density Consideration AAAI 2026 Query2Uncertainty: Robust Uncertainty Quantification and Calibration for 3D Object Detection under Distribution Shift CVPR 2026 Task-Free Continual Learning via Order-Invariant Linearized Adaptation and Density-Guided Adapter Routing UAI 2026 Universal Learning of Stochastic Dynamics for Exact Belief Propagation Using Bernstein Normalizing Flows AAAI 2026 Variational OOD State Correction for Offline Reinforcement Learning AAAI 2026 Adaptive Convergence Rates for Log-Concave Maximum Likelihood AISTATS 2025 Agnostic Private Density Estimation for GMMs via List Global Stability ALT 2025 Algorithms for ridge estimation with convergence guarantees JMLR 2025 An Axiomatic Definition of Hierarchical Clustering JMLR 2025 A Wiener Process Perspective on Local Intrinsic Dimension Estimation Methods AAAI 2025 Bagged Regularized k-Distances for Anomaly Detection JMLR 2025 Clustering by Mining Density Distributions and Splitting Manifold Structure AAAI 2025 CONTRA: Conformal Prediction Region via Normalizing Flow Transformation ICLR 2025