Tomas Hrycej

According to our database, Tomas Hrycej authored at least 36 papers between 1986 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Efficient Neural Network Training via Subset Pretraining.

Jan Frederic Spörer, Bernhard Bermeitinger, Tomas Hrycej, Niklas Limacher, Siegfried Handschuh

Proceedings of the 16th International Joint Conference on Knowledge Discovery, 2024

Reducing the Transformer Architecture to a Minimum.

Bernhard Bermeitinger, Tomas Hrycej, Massimo Pavone, Julianus Kath, Siegfried Handschuh

Proceedings of the 16th International Joint Conference on Knowledge Discovery, 2024

2023

Make Deep Networks Shallow Again.

Bernhard Bermeitinger, Tomas Hrycej, Siegfried Handschuh

Proceedings of the 15th International Joint Conference on Knowledge Discovery, 2023

2022

Number of Attention Heads vs. Number of Transformer-encoders in Computer Vision.

Tomas Hrycej, Bernhard Bermeitinger, Siegfried Handschuh

Proceedings of the 14th International Joint Conference on Knowledge Discovery, 2022

Training Neural Networks in Single vs. Double Precision.

Tomas Hrycej, Bernhard Bermeitinger, Siegfried Handschuh

Proceedings of the 14th International Joint Conference on Knowledge Discovery, 2022

2019

Singular Value Decomposition and Neural Networks.

Bernhard Bermeitinger, Tomas Hrycej, Siegfried Handschuh

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019: Deep Learning, 2019

Representational Capacity of Deep Neural Networks: A Computing Study.

Bernhard Bermeitinger, Tomas Hrycej, Siegfried Handschuh

Proceedings of the 11th International Joint Conference on Knowledge Discovery, 2019

2008

Extraction of Maximum Support Rules for the Root Cause Analysis.

Tomas Hrycej, Christian Manuel Strobel

Proceedings of the Computational Intelligence in Automotive Applications, 2008

2007

Warranty Cost Forecast Based on Car Failure Data.

Tomas Hrycej, Matthias Grabert

Proceedings of the International Joint Conference on Neural Networks, 2007

Root Cause Analysis for Quality Management.

Christian Manuel Strobel, Tomas Hrycej

Proceedings of the Data Analysis, Machine Learning and Applications, 2007

2006

Multivariate distribution models with generalized hyperbolic margins.

Rafael Schmidt, Tomas Hrycej, Eric Stützle

Comput. Stat. Data Anal., 2006

A Data Mining Approach to the Joint Evaluation of Field and Manufacturing Data in Automotive Industry.

Christian Manuel Strobel, Tomas Hrycej

Proceedings of the Knowledge Discovery in Databases: PKDD 2006, 2006

2005

Numerical method for estimating multivariate conditional distributions.

Eric A. Sützle, Tomas Hrycej

Comput. Stat., 2005

2004

An Early Warning System for Vehicle Related Quality Data.

Matthias Grabert, Markus Prechtel, Tomas Hrycej, Winfried Günther

Proceedings of the Advances in Data Mining, 2004

Outlier Detection by Rareness Assumption.

Tomas Hrycej, Jochen Hipp

Proceedings of the 34. Jahrestagung der Gesellschaft für Informatik, 2004

2002

Estimating Multivariate Conditional Distributions - An Application to the Truck Sales Forecast.

Eric A. Stützle, Tomas Hrycej

Proceedings of the Operations Research Proceedings 2002, 2002

2001

Estimates of average complexity of neurocontrol algorithms.

Tomas Hrycej

Neural Networks, 2001

2000

An Estimate of the Number of Samples to Convergence for Critic Algorithms.

Tomas Hrycej

Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000

Logit Demand Function with Embedded Neural Network Based Utility Function.

Wilm Eggert, Tomas Hrycej

Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000

1997

Global and local optimization in adaptive neurocontrol.

Tomas Hrycej

Proceedings of International Conference on Neural Networks (ICNN'97), 1997

Error measure for identifying chaotic attractors.

Tomas Hrycej

Proceedings of the 5th Eurorean Symposium on Artificial Neural Networks, 1997

1995

Identifying chaotic attractors with neural networks.

Tomas Hrycej

Proceedings of International Conference on Neural Networks (ICNN'95), Perth, WA, Australia, November 27, 1995

Stability and equilibrium points in neurocontrol.

Tomas Hrycej

Proceedings of International Conference on Neural Networks (ICNN'95), Perth, WA, Australia, November 27, 1995

1993

Methods for decomposition of learning in neural networks.

Tomas Hrycej

PhD thesis, 1993

A Temporal Extension of Prolog.

Tomas Hrycej

J. Log. Program., 1993

1992

Supporting supervised learning by self-organization.

Tomas Hrycej

Neurocomputing, 1992

Modular learning in neural networks - a modularized approach to neural network classification.

Tomas Hrycej

Sixth-Generation computer technology series, Wiley, ISBN: 978-0-471-57154-4, 1992

1990

Gibbs Sampling in Bayesian Networks.

Tomas Hrycej

Artif. Intell., 1990

Self-organization by delta rule.

Tomas Hrycej

Proceedings of the IJCNN 1990, 1990

A modular architecture for efficient learning.

Tomas Hrycej

Proceedings of the IJCNN 1990, 1990

1989

Unsupervised Learning by Backward Inhibition.

Tomas Hrycej

Proceedings of the 11th International Joint Conference on Artificial Intelligence. Detroit, 1989

1988

Temporal Prolog.

Tomas Hrycej

Proceedings of the 8th European Conference on Artificial Intelligence, 1988

Intelligent Backtracking with Structured Contexts.

Tomas Hrycej

Proceedings of the 8th European Conference on Artificial Intelligence, 1988

1987

A knowledge-based problem-specific program generator.

Tomas Hrycej

ACM SIGPLAN Notices, 1987

An Efficient Algorithm for Reasoning about Time Intervals.

Tomas Hrycej

Proceedings of the Expertensysteme '87: Konzepte und Werkzeuge, 1987

1986

Transitivity in Relations between Time Intervals.

Tomas Hrycej

Proceedings of the Wissensarten und ihre Darstellung, 1986