conftrace_

information geometry

37 papers

Explore in graph

Co-occurring keywords

variational inference (2069) fisher information (106) neural network (6616) probabilistic model (476) gaussian mixture model (389) deep neural network (1803) statistical manifold (11) kl divergence (196) optimal transport (948) semi-supervised learning (2341)

Papers

Information-Geometric Optimization Algorithms: A Unifying Picture via Invariance Principles JMLR 2017
Sketching, Embedding and Dimensionality Reduction in Information Theoretic Spaces AISTATS 2016
Semi-Supervised Interpolation in an Anticausal Learning Scenario JMLR 2015
Information Geometry and Minimum Description Length Networks ICML 2015
Discriminant Analysis on Riemannian Manifold of Gaussian Distributions for Face Recognition With Image Sets CVPR 2015
An Information Geometry of Statistical Manifold Learning ICML 2014
A Novel Earth Mover's Distance Methodology for Image Matching with Gaussian Mixture Models ICCV 2013
Graphical Gaussian Vector for Image Categorization NIPS 2012
Fast Variational Inference in the Conjugate Exponential Family NIPS 2012
Unifying Non-Maximum Likelihood Learning Objectives with Minimum KL Contraction NIPS 2011
Maximum Entropy Density Estimation with Generalized Regularization and an Application to Species Distribution Modeling JMLR 2007
Convergence Theorems for Generalized Alternating Minimization Procedures JMLR 2005