'Optimal Scaling for the Proximal Langevin Algorithm in High Dimensions', by Natesh S. Pillai.

http://jmlr.org/papers/v25/23-0139.html

#langevin #densities #diffusion

'Nearest Neighbor Dirichlet Mixtures', by Shounak Chattopadhyay, Antik Chakraborty, David B. Dunson.

http://jmlr.org/papers/v24/21-0116.html

#bayesian #densities #classification

About the Cost of Central Privacy in Density Estimation

Clément Lalanne, Aurélien Garivier, Rémi Gribonval

Action editor: Gautam Kamath.

https://openreview.net/forum?id=uq29MIWvIV

'Concentration analysis of multivariate elliptic diffusions', by Lukas Trottner, Cathrine Aeckerle-Willems, Claudia Strauch.

http://jmlr.org/papers/v24/22-0666.html

#diffusions #diffusion #densities

'Density estimation on low-dimensional manifolds: an inflation-deflation approach', by Christian Horvat, Jean-Pascal Pfister.

http://jmlr.org/papers/v24/21-0235.html

#manifolds #manifold #densities

'Convergence Rates of a Class of Multivariate Density Estimation Methods Based on Adaptive Partitioning', by Linxi Liu, Dangna Li, Wing Hung Wong.

http://jmlr.org/papers/v24/20-060.html

#densities #density #nonparametric

Manifold Density Estimation via Generalized Dequantization

https://openreview.net/forum?id=MnnoMhFeFb