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Projects

12 211 projects (0,232s) •

Project

Conditonal independence structures methods of polyhedral geometry (GA19-04579S)

The aim of the project is to apply the methods of polyhedral geometry to solve mathematical problems with motivation in statistics and artificial intelligence. The goals concern several areas: statistical learning graph...

Pure mathematics

  • 2019 - 2022
    • •
  • 7 083 tis. Kč
    • •
  • 5 688 tis. Kč
    • •
  • GA ČR
Project

Geometric methods in statistical learning theory and applications (GC18-01953J)

. Central objects of statistical learning theory are statistical models. The project and properties of Kullback-Leibler divergence on statistical models, in particular graphical mod...

Pure mathematics

  • 2018 - 2023
    • •
  • 1 389 tis. Kč
    • •
  • 1 101 tis. Kč
    • •
  • GA ČR
Project

Conditional independence structures algebraic and geometric methods (GA13-20012S)

in modern statistics. The aim of the project is to apply the methods of combinatorial optimization to problems with motivation in statistics and artificial intelligence. The goals are divided into three groups: the goals concerni...

BA - Obecná matematika

  • 2013 - 2015
    • •
  • 8 147 tis. Kč
    • •
  • 8 147 tis. Kč
    • •
  • GA ČR
Project

Conditional independence structures graphical and algebraic approaches (GA201/08/0539)

The concept of conditional independence (CI) is important both in artificial intelligence, more specifically in the area of decision-making under uncertainty, and in mathematical statistics. Traditional approaches to the description of CI st...

BA - Obecná matematika

  • 2008 - 2012
    • •
  • 1 765 tis. Kč
    • •
  • 1 765 tis. Kč
    • •
  • GA ČR
Project

Conditional independence structures combinatorial and optimization methods (GA16-12010S)

, and the goals concerning graphical models and imprecise probabilities. The project is meantThe aim of the project is to apply combinatorial and optimization methods to solving problems with motivation in statistics and ar...

BA - Obecná matematika

  • 2016 - 2020
    • •
  • 8 211 tis. Kč
    • •
  • 5 814 tis. Kč
    • •
  • GA ČR
Project

Structured Statistical Models for Image Understanding (GAP202/12/2071)

The goal of this project is to develop a novel class of statistical image models by combining two successful existing paradigms: graphical models on one side and pictorial structures and image grammars on the other...

IN - Informatika

  • 2012 - 2015
    • •
  • 8 688 tis. Kč
    • •
  • 8 688 tis. Kč
    • •
  • GA ČR
Project

Probabilistic Graphical Models and Deep Learning (GA16-05872S)

of artificial intelligence that actually "works". Graphical models and deep learning are two be seen as graphical models. However, unlike graphical models, deep learning methods...

IN - Informatika

  • 2016 - 2018
    • •
  • 5 303 tis. Kč
    • •
  • 4 262 tis. Kč
    • •
  • GA ČR
Project

Conditional independence structures information-theoretical approach III. (GA201/04/0393)

-graphical arithmetic method of learning graphical models from data. The second goal is find out whether the methods of algebraic statistics, which is an emerging branch of representation of CI structures ...

BA - Obecná matematika

  • 2004 - 2006
    • •
  • 1 111 tis. Kč
    • •
  • 1 111 tis. Kč
    • •
  • GA ČR
Project

Information geomerty of multidimensional models in statistics and artificial intelligence. (IAA100750603)

Multidimensional and highly-structured distributions underpin a number models in statistics and artificial intelligence with broad applications. Their theoretical background includes modern methods of statistics and calculi...

BA - Obecná matematika

  • 2006 - 2010
    • •
  • 1 710 tis. Kč
    • •
  • 1 635 tis. Kč
    • •
  • AV ČR
Project

Compositional Architectures for Pattern Recognition (GA19-09967S)

realized this, one can consider other compositional machine learning models, most importantly graphical models and stochastic image grammars, and hope that these models can learning. It was ignit...

Robotics and automatic control

  • 2019 - 2022
    • •
  • 7 127 tis. Kč
    • •
  • 7 127 tis. Kč
    • •
  • GA ČR
  • 1 - 10 out of 12 211