exponential family

Beyond Euclidean Gossip: KL-Barycentric Consensus on Heterogeneous and Imbalanced Images CVPR 2026 Estimating Joint Interventional Distributions from Marginal Interventional Data CLeaR 2026 Finite Sample Bounds for Learning with Score Matching COLT 2026 Best-Arm Identification in Unimodal Bandits AISTATS 2025 Decision Making under the Exponential Family: Distributionally Robust Optimisation with Bayesian Ambiguity Sets ICML 2025 Exponential Family Graphical Models: Correlated Replicates and Unmeasured Confounders, with Applications to fMRI Data JMLR 2025 Exponential-Family Harmoniums with Neural Sufficient Statistics AAAI 2025 Exponential Family Variational Flow Matching for Tabular Data Generation ICML 2025 Guiding Time-Varying Generative Models with Natural Gradients on Exponential Family Manifold UAI 2025 High-Dimensional Differential Parameter Inference in Exponential Family using Time Score Matching AISTATS 2025 Learning Mixtures of Experts with EM: A Mirror Descent Perspective ICML 2025 Mixup Regularization: A Probabilistic Perspective UAI 2025 Multiobjective distribution matching ICML 2025 Oracle efficient truncated statistics ICLR 2025 Regularized Rényi Divergence Minimization through Bregman Proximal Gradient Algorithms JMLR 2025 Robust Score Matching AISTATS 2025 Score-Aware Policy-Gradient and Performance Guarantees using Local Lyapunov Stability JMLR 2025 Almost Free: Self-concordance in Natural Exponential Families and an Application to Bandits NeurIPS 2024 Asymptotics of Alpha-Divergence Variational Inference Algorithms with Exponential Families NeurIPS 2024 ConjNorm: Tractable Density Estimation for Out-of-Distribution Detection ICLR 2024 Generalized Bradley-Terry Models for Score Estimation from Paired Comparisons AAAI 2024 Near-Optimality of Contrastive Divergence Algorithms NeurIPS 2024 Universal Lower Bounds and Optimal Rates: Achieving Minimax Clustering Error in Sub-Exponential Mixture Models COLT 2024 Variational Gaussian Process Diffusion Processes AISTATS 2024 Bregman Deviations of Generic Exponential Families COLT 2023