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2 474 (0,107s) •

Project

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

Statistical learning theory is mathematical foundation of machine learning - the currently fastest growing branch of computer sciences and artificial intelligence. Central objects of statistical learning

Pure mathematics

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

Transferring ILP techniques to statistical relational learning (GAP103/11/2170)

Statistical relational learning (SRL) is a framework which encompasses methods combining statistical machine learning with first order logic. In recent years, SRL has experienced a rapid increase of interest devote...

JD - Využití počítačů, robotika a její aplikace

  • 2011 - 2014
    • •
  • 910 tis. Kč
    • •
  • 910 tis. Kč
    • •
  • GA ČR
Project

Development of statistical methods for spoken dalogue systems (LK11221)

To study and improve methods for learning of statistical models used in dialogue systems. To create software infrastructure for remote training and evaluation. Release the developed dialogue system as an open-source. Create publicly...

AM - Pedagogika a školství

  • 2012 - 2016
    • •
  • 12 478 tis. Kč
    • •
  • 12 478 tis. Kč
    • •
  • MŠMT
Project

Methods of statistical search for improving the efficiency of relational mechine learning algorithms (1P05ME755)

substantial increase in effectivity of algorithms of relational machine learning based on logic...

BB - Aplikovaná statistika, operační výzkum

  • 2005 - 2006
    • •
  • 149 tis. Kč
    • •
  • 149 tis. Kč
    • •
  • MŠMT
Project

Statistical Relational Learning in Dynamic Domains (GA23-07299S)

We propose to study dynamic statistical relational learning (SRL) models, in particular, efficient inference and learning algorithms for them. Dynamic SRL models are probabilistic models of systems with complex relational s...

Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

  • 2023 - 2025
    • •
  • 7 029 tis. Kč
    • •
  • 7 029 tis. Kč
    • •
  • GA ČR
Project

Generative Relational Models (GJ20-19104Y)

is the development of a proper theoretical foundation for learning generative relational models from data, as the current state of learning theory in the field of statistical relational learning is very unsatisfac...

Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

  • 2020 - 2023
    • •
  • 7 082 tis. Kč
    • •
  • 7 082 tis. Kč
    • •
  • GA ČR
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 graphical...

Pure mathematics

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

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

The application of algebraic and geometric methods is one of the present trends in modern statistics. The aim of the project is to apply the methods of combinatorial optimization to problems with motivation in statistics and artifi...

BA - Obecná matematika

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

Emotion recognition in schizophrenia spectrum disorders From predictors to outcomes (NW25J-04-00057)

this gap by assessing statistical (implicit) learning and its predictive capacity for emotion recognition of varying difficulty. The effects of statistical learning preserved statistical learning...

Cognitive sciences

  • 2025 - 2028
    • •
  • 5 976 tis. Kč
    • •
  • 5 976 tis. Kč
    • •
  • MZ
Project

Hierarchical Networks and their Microeconomic Origins (LL2319)

and algorithms from neural networks in the field of statistical learning, and combine themThe objective is to provide a unified statistical and empirical framework: ...

Economic Theory

  • 2023 - 2025
    • •
  • 5 293 tis. Kč
    • •
  • 5 293 tis. Kč
    • •
  • MŠMT
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