conftrace_

probability simplex

9 papers

Explore in graph

Co-occurring keywords

markov chain monte carlo (725) bayesian inference (1907) probability calibration (57) online learning (1777) stochastic gradient (296) topic model (290) deep neural network (1803) cross-entropy loss (151) proper loss (26) high-dimensional geometry (5)

Papers

Optimization Over a Probability Simplex JMLR 2025
Learning Discrete-Time Major-Minor Mean Field Games AAAI 2024
Accuracy-Preserving Calibration via Statistical Modeling on Probability Simplex AISTATS 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 NIPS 2018
Generalized Aitchison Embeddings for Histograms ACML 2013
Stochastic Gradient Riemannian Langevin Dynamics on the Probability Simplex NIPS 2013
Proper losses for learning from partial labels NIPS 2012