László Kozma

Publications

• Binary Principal Component Analysis in the Netflix Collaborative Filtering Task (with Alexander Ilin, Tapani Raiko), In Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing (MLSP), Grenoble, France, 2009
  [pdf] [slides]
• GaZIR: Gaze-based Zooming Interface for Image Retrieval (with Arto Klami, Samuel Kaski), In Proceedings of the Eleventh International Conference on Multimodal Interfaces (ICMI-MLMI), Cambridge, Massachusetts, USA, 2009.
  [pdf]

Posters, manuscripts, cheat sheets

• NEW: Minimum Average Distance Triangulations, 2011. [poster] [manuscript]
• NEW: Useful inequalities cheat sheet, ongoing. [link]

Theses

• Master's thesis: A Proactive Interface for Image Retrieval, Helsinki University of Technology, Finland, May 2009.
  [pdf] [demo video] [slides]
• Dipl. Eng. thesis: Computer vision in optical inspection of printed circuit boards, Technical University of Cluj, Romania, July 2006.

Presentations, reports (mostly as part of school assignments) and misc.

• Text autocomplete systems, term project report, Natural Language Processing course, Helsinki Univ. of Tech, 2008.
• InfoViz course material, HUT, 2009.
• Generative Topographic Map, HUT, Dimensionality Reduction seminar, 2008.
• Inferring Phylogenetic Trees, HUT, Bioinformatics seminar, 2008.
• Image processing techniques, HUT, Multimedia Retrieval seminar, 2008.
• Basic Multidimensional Gradient Methods, HUT, Convex Optimization seminar, 2008.
• kNN DANN, HUT, Machine Learning Algorithms seminar, 2008.
• Computer Architectures, Summer School, 2005.