On the locality of the natural gradient for learning in deep Bayesian networks Nihat Ay Research Paper Open access 24 November 2020 Pages: 1 - 49
Invariance properties of the natural gradient in overparametrised systems Jesse van OostrumJohannes MüllerNihat Ay Research Paper Open access 27 June 2022 Pages: 51 - 67
Laplacian operator on statistical manifold Ruichao JiangJavad TavakoliYiqiang Zhao Research Paper 08 September 2022 Pages: 69 - 79
Active learning by query by committee with robust divergences Hideitsu HinoShinto Eguchi Research Paper 21 November 2022 Pages: 81 - 106
The Fisher–Rao loss for learning under label noise Henrique K. MiyamotoFábio C. C. MeneghettiSueli I. R. Costa Research Paper 02 December 2022 Pages: 107 - 126
Information geometry of warped product spaces Yasuaki Fujitani Research Paper 16 December 2022 Pages: 127 - 155
Coarse geometric kernels for networks embedding Emil SaucanVladislav BarkanassJürgen Jost Research Paper Open access 26 January 2023 Pages: 157 - 169
Plücker coordinates of the best-fit Stiefel tropical linear space to a mixture of Gaussian distributions Keiji MiuraRuriko Yoshida Research Paper Open access 31 January 2023 Pages: 171 - 201
Non-negative low-rank approximations for multi-dimensional arrays on statistical manifold Kazu GhalamkariMahito Sugiyama Research Paper Open access 24 February 2023 Pages: 257 - 292
The face lattice of the set of reduced density matrices and its coatoms Stephan WeisJoão Gouveia Research Paper 09 March 2023 Pages: 293 - 326
Power transformations of relative count data as a shrinkage problem Ionas Erb Research Paper 13 April 2023 Pages: 327 - 354
Bregman dynamics, contact transformations and convex optimization Alessandro BravettiMaria L. Daza-TorresMichael Betancourt Research Paper Open access 30 April 2023 Pages: 355 - 377
Publisher Correction: The Fisher–Rao loss for learning under label noise Henrique K. MiyamotoFábio C. C. MeneghettiSueli I. R. Costa Publisher Correction 19 December 2022 Pages: 379 - 379
Publisher Correction: Coarse geometric kernels for networks embedding Emil SaucanVladislav BarkanassJürgen Jost Publisher Correction Open access 29 June 2023 Pages: 381 - 381
Publisher Correction: Invariance properties of the natural gradient in overparametrised systems Jesse van OostrumJohannes MüllerNihat Ay Publisher Correction Open access 29 June 2023 Pages: 383 - 384