rg.bib

@inproceedings{rg2026,
author = {R. Girdziušas},
title = {R6: A Derivative-Free Optimization Algorithm which Solves F24, F28, and Makes Progress on F25 (CEC-2017)},
booktitle = {Unpublished},
url = {https://github.com/aabbtree77/discombobulated},
year = {2026}
}

@inproceedings{rg2025,
author = {R. Girdziušas},
title = {A Review of Shankland's Algebra for the Tensor-Tensor Case},
booktitle = {Unpublished},
url = {https://aabbtree77.github.io/tensors},
year = {2025}
}

@inproceedings{boscaini2013,
author = {D. Boscaini and R. Girdziušas and M. {M. Bronstein}},
title = {Coulomb shapes: using electrostatic forces for deformation-invariant shape representation},
booktitle = {Eurographics W. 3D Object Retrieval},
url = {https://diglib.eg.org/handle/10.2312/3dor.20141044.009-015},
year = {2014}
}

@inproceedings{rg2012a,
author = {R. Girdziušas and J. Janusevskis and R. {Le Riche}},
title = {On integration of multi-point improvements},
booktitle = {NIPS W. Bayesian Opt. Dec. Making},
url = {http://www.emse.fr/~leriche/integ_multiEI_nips2012_final.pdf},
year = {2012}
}

@inproceedings{rg2012b,
author = {R. {Le Riche} and R. Girdziušas and J. Janusevskis},
title = {A Study of Asynchronous Budgeted Optimization},
booktitle = {NIPS W. Bayesian Opt. Dec. Making},
url = {http://www.emse.fr/~leriche/synchro_asynchro_final.pdf},
year = {2012}
}

@inproceedings{rg2012c,
author = {R. Girdziušas and R. {Le Riche} and F. Viale and D. Ginsbourger},
title = {Parallel Budgeted Optimization Applied to the Design of an Air Duct},
url = {http://hal.archives-ouvertes.fr/hal-00723427},
year = {2012}
}

@inproceedings{rg2012d,
author = {R. {Le Riche} and R. Girdziušas and D. Villanueva and G. Picard and D. Ginsbourger},
title = {Squaring the engineering optimization circle: Distributed global optimization algorithms 
  for computationally expensive problems},
url = {http://www.emse.fr/~leriche/rio2012_LeRiche.pdf},
year = {2012}
}

@inproceedings{rg2012e,
author = {J. Janusevskis and R. {Le Riche} and D. Ginsbourger and R. Girdziušas},
title = {Expected Improvements for the Asynchronous Parallel Global Optimization of Expensive
Functions: Potentials and Challenges},
booktitle = {LNCS},
volume = {7219},
pages = {413--418},
year = {2012}
}

@inproceedings{rg2009,
author = {R. Girdziušas and D. Ringach},
title = {The {J}acobian Singularity in the {T}homson Problem},
booktitle = {Unpublished},
url = {http://aabbtree77.github.io/pdfs/ucla2009.pdf},
year = {2009}
}

@inproceedings{rg2008,
author = {R. Girdziušas},
title = {Stability and Inference in Discrete Diffusion Scale-Spaces. {DSc} ({PhD}) thesis, 2008},
url = {https://aaltodoc.aalto.fi/handle/123456789/2999},  
school = {Helsinki Univ. of Tech.},
year = {2008}
}

@inproceedings{rg2007a,
author = {R. Girdziušas and J. Laaksonen},
title = {When Is a Discrete Diffusion a Scale-Space?},
booktitle = {ICCV},
url = {http://dx.doi.org/10.1109/ICCV.2007.4408895},
year = {2007}
}

@inproceedings{rg2007b,
author = {R. Girdziušas and J. Laaksonen},
title = {How Marginal Likelihood Inference Unifies Entropy, Correlation and {SNR}-based Stopping in Nonlinear Diffusion Scale-Spaces},
booktitle = {LNCS},
volume = {4843},
pages = {811--820},
year = {2007}
}

@inproceedings{rg2005a,
author = {R. Girdziušas and J. Laaksonen},
title = {Jacobi Alternative to {B}ayesian Evidence Maximization},
booktitle = {LNCS},
volume = {3697},
pages = {247--252},
year = {2005}
}

@inproceedings{rg2005b,
author = {R. Girdziušas and J. Laaksonen},
title = {Use of Input Deformations with {B}rownian Motion},
booktitle = {LNCS},
volume = {3686},
pages = {219--228},
year = {2005}
}

@inproceedings{rg2005c,
author = {R. Girdziušas and J. Laaksonen},
title = {Optimal Stopping and Constraints for Diffusion Models of Signals with Discontinuities},
booktitle = {LNAI},
volume = {3720},
pages = {576--583},
year = {2005}
}

@inproceedings{rg2005d,
author = {R. Girdziušas and J. Laaksonen},
title = {Optimal Ratio of {L}amé Moduli with Application to Motion of {J}upiter Storms},
booktitle = {LNCS},
volume = {3540},
pages = {1096--1106},
year = {2005}
}

@inproceedings{rg2005e,
author = {R. Girdziušas and J. Laaksonen},
title = {Gaussian Processes of Nonlinear Diffusion Filtering},
booktitle = {IJCNN},
pages = {1012--1017},
url = {http://dx.doi.org/10.1109/IJCNN.2005.1555991},
year = {2005}
}

@inproceedings{rg2004,
author = {R. Girdziušas and J. Laaksonen},
title = {Gaussian Process Regression with Fluid Hyperpriors},
booktitle = {LNCS},
volume = {3316},
pages = {567--572},
year = {2004}
}

@article{aksela2003,
author = {M. Aksela and R. Girdziušas and J. Laaksonen and E. Oja and J. Kangas},
title = {Methods for Adaptive Combination of Classifiers},
journal = {IJDAR},
volume = {6},
number = {1},
pages = {23--41},
year = {2003}
}

@inproceedings{aksela2002,
author = {M. Aksela and R. Girdziušas and J. Laaksonen and E. Oja and J. Kangas},
title = {Class-Confidence Critic Combining},
booktitle = {IWFHR},
pages = {201--206},
url = {http://dx.doi.org/10.1109/IWFHR.2002.1030909},
year = {2002}
}

@inproceedings{rg2001a,
author = {R. Girdziušas},
title = {Discriminative Online Recognition of Isolated Handwritten Characters. {MSc} thesis. {H}elsinki {U}niv. of {T}ech},
year = {2001}
}

@inproceedings{rg2001b,
author = {R. Girdziušas and J. Laaksonen},
title = {Multilayer Perceptron Approach to Non-Rigid Image Matching},
booktitle = {ICONIP},
volume = {1},
pages = {491--496},
year = {2001}
}