probability simplex

Information Theoretic Bayesian Optimization over the Probability Simplex UAI 2026 Simplex-to-Euclidean Bijection for Conjugate and Calibrated Multiclass Gaussian Process Classification UAI 2026 Constrained Belief Updates Explain Geometric Structures in Transformer Representations ICML 2025 Deep-Simplex Multichannel Speech Separation Interspeech 2025 Label Distribution Learning using the Squared Neural Family on the Probability Simplex UAI 2025 Optimization Over a Probability Simplex JMLR 2025 Unsupervised Multiple Kernel Learning for Graphs via Ordinality Preservation ICLR 2025 Accuracy-Preserving Calibration via Statistical Modeling on Probability Simplex AISTATS 2024 Learning Discrete-Time Major-Minor Mean Field Games AAAI 2024 Sample Complexity Bounds for Learning High-dimensional Simplices in Noisy Regimes ICML 2023 Double Spike Dirichlet Priors for Structured Weighting JMLR 2022 Large-Scale Stochastic Sampling from the Probability Simplex NeurIPS 2018 Generalized Aitchison Embeddings for Histograms ACML 2013 Sinkhorn Distances: Lightspeed Computation of Optimal Transport NeurIPS 2013 Stochastic Gradient Riemannian Langevin Dynamics on the Probability Simplex NeurIPS 2013 Proper losses for learning from partial labels NeurIPS 2012 Recovery of Sparse Probability Measures via Convex Programming NeurIPS 2012