Guido Montúfar

Available identifiers

zbMath Open montufar.guido-fWikidataQ83383367 ScholiaQ83383367MaRDI QIDQ296468

List of research outcomes

Publication	Date of Publication	Type
Continuity and additivity properties of information decompositions	2023-09-04	Paper
Stochastic Feedforward Neural Networks: Universal Approximation	2023-03-06	Paper
A top-down approach to attain decentralized multi-agents	2022-10-28	Paper
Enumeration of max-pooling responses with generalized permutohedra	2022-09-29	Paper
Geometry of Linear Convolutional Networks	2022-08-31	Paper
Distributed learning via filtered hyperinterpolation on manifolds	2022-08-05	Paper
On the effectiveness of persistent homology	2022-06-21	Paper
Wasserstein proximal of GANs	2022-03-22	Paper
Optimal Transport to a Variety	2021-12-08	Paper
Sharp bounds for the number of regions of maxout networks and vertices of Minkowski sums	2021-04-16	Paper
Factorized mutual information maximization	2021-04-13	Paper
Wasserstein distance to independence models	2021-02-18	Paper
Wasserstein Proximal of GANs	2021-02-13	Paper
Ricci curvature for parametric statistics via optimal transport	2020-10-08	Paper
Distributed Learning via Filtered Hyperinterpolation on Manifolds	2020-07-18	Paper
Affine natural proximal learning	2020-03-10	Paper
Mixtures and products in two graphical models	2019-08-02	Paper
Universal Approximation Depth and Errors of Narrow Belief Networks with Discrete Units	2019-06-20	Paper
Factorized Mutual Information Maximization	2019-06-12	Paper
Restricted Boltzmann machines: introduction and review	2019-05-29	Paper
Natural gradient via optimal transport	2019-01-28	Paper
Geometry of policy improvement	2018-01-12	Paper
Hierarchical models as marginals of hierarchical models	2017-10-20	Paper
Dimension of Marginals of Kronecker Product Models	2017-05-23	Paper
Mode Poset Probability Polytopes	2017-05-15	Paper
On the Fisher metric of conditional probability polytopes	2016-06-15	Paper
https://portal.mardi4nfdi.de/entity/Q5744844	2016-02-19	Paper
Discrete Restricted Boltzmann Machines	2015-08-17	Paper
When Does a Mixture of Products Contain a Product of Mixtures?	2015-05-20	Paper
Deep Narrow Boltzmann Machines are Universal Approximators	2014-11-13	Paper
https://portal.mardi4nfdi.de/entity/Q5495556	2014-08-05	Paper
A Theory of Cheap Control in Embodied Systems	2014-07-25	Paper
Expressive Power and Approximation Errors of Restricted Boltzmann Machines	2014-06-12	Paper
Maximal Information Divergence from Statistical Models Defined by Neural Networks	2014-04-16	Paper
https://portal.mardi4nfdi.de/entity/Q5409920	2014-04-15	Paper
Mixture decompositions of exponential families using a decomposition of their sample spaces	2013-05-02	Paper
Refinements of Universal Approximation Results for Deep Belief Networks and Restricted Boltzmann Machines	2011-07-13	Paper

Research outcomes over time

Doctoral students

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Known relations from the MaRDI Knowledge Graph

Property	Value
MaRDI profile type	MaRDI person profile
instance of	human

This page was built for person: Guido Montúfar