Edgar Osuna, Ph.D.

Edgar Osuna, Ph.D.

Miami-Fort Lauderdale Area
2K followers 500+ connections

About

Banking, Risk Management and Data Analytics Executive with solid IT, quantitative and…

Contributions

Activity

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Experience

  • iuvity Graphic

    iuvity

    Miami/Fort Lauderdale Area

  • -

    Miami, Florida, United States

  • -

    Miami, USA

  • -

    Zürich Area, Switzerland

  • -

    Miami/Fort Lauderdale Area

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    Caracas Area, Venezuela

Education

  • Massachusetts Institute of Technology Graphic

    Massachusetts Institute of Technology

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    Activities and Societies: Research Assistant, Center for Biological & Computational Learning, MIT, 1996 - 1998

    Dissertation:

    Osuna, E. E. 1998 Support Vector Machines: Training and Applications. Doctoral Thesis. UMI Order Number: AAI0599529., Massachusetts Institute of Technology.

  • -

    Activities and Societies: Mathematics Teaching Assistant, 1988 - 1993

    Summa Cum Laude

Publications

  • Convex Hull in Feature Space for Support Vector Machines

    Proceedings of IBERAMIA 2002

  • Reducing the run-time complexity of Support Vector Machines

    Advances in Kernel Methods: Support vector Learning

  • An improved training algorithm of Support Vector Machines

    Proceedings of the 1997 IEEE Workshop Neural Networks for Signal Processing

  • Nonlinear prediction of chaotic time series using Support Vector Machines

    Proceedings of the 1997 IEEE Workshop Neural Networks for Signal Processing

  • Pedestrian Detection using Wavelet Templates

    Proceedings / CVPR, IEEE Computer Society Conference on Computer Vision and Pattern Recognition

  • Training Support Vector Machines: an Application to Face Detection

    Proceedings / CVPR, IEEE Computer Society Conference on Computer Vision and Pattern Recognition

Honors & Awards

  • Longuet-Higgins Prize

    IEEE Computer Society

    (jointly with advisors R. Freund and F. Girosi). Awarded every year for fundamental research contribution in computer vision and pattern recognition in the precesing 10 years. This work has been referenced in +2K papers, +40 patents, and Machine Learning, Statistics, Pattern Recognition and Artificial Intelligence reference books.

  • Premio a la Excelencia (Full Scholarship for graduate program)

    Fundación Gran Mariscal de Ayacucho

  • Summa Cum Laude

    Universidad Simon Bolivar

    Graduated with honors (4.8 / 5.0 GPA) and 1st. in class of 236 fellow students.

Languages

  • Spanish

    Native or bilingual proficiency

  • English

    Native or bilingual proficiency

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