Jakub Marecek  Jakub Marecek photo         

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Research Staff Member
Ireland Research Lab, Technology Campus Mulhuddart, Dublin 15, Ireland
  

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Professional Associations

Professional Associations:  Mathematical Optimization Society

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My research is on the interface of mathematical optimization, machine learning, and control, with applications in power systems, transportation, and beyond.

 

Selected papers in power systems optimisation:

 

Selected papers in congestion control:

 

Selected papers in robust statistics:


Selected talks:

  • Polynomial Optimisation in Power Systems at Alan Turing Institute, Institute for Mathematics and its Applications in Minneapolis, MN, Isaac Newton Institute for Mathematical Sciences in Cambridge, UK, Universities of Cardiff, Birmingham, Edinburgh, ..., as well as Concordia University, Czech Technical University, ENSTA ParisTech, RWTH Aachen.

  • Coordinate Descent for Big Data Optimization at Simons Institute for the Theory of Computing, Fields Institute for Research in Mathematical Sciences, etc.

  • Policies for Bi-level Optimisation under Uncertainty, an invited tutorial at IWOBIP

  • Recommender Systems and their Effects, an invited talk at MUD

 

Recent Service: AAAI, AISTATS, ICAPS, ICLR, ICML, NIPS; an Outstanding reviewer award at NIPS 2016, IEEE Transactions on Power Systems Outstanding Reviewers for 2016, etc.


Bio: Together with some fabulous colleagues, Jakub Marecek develops solvers for optimisation and control problems at IBM Research -- Ireland. Jakub joined IBM Research from the School of Mathematics at the University of Edinburgh in August 2012. Prior to his brief post-doc in Edinburgh, Jakub had presented an approach to general-purpose integer programming in his dissertation at the University of Nottingham and worked in two start-up companies.

 

For more, please see Jakub's CV or profiles in LinkedInScholar, and arxiv or its front