Jakub Marecek

According to our database, Jakub Marecek authored at least 90 papers between 2007 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Learning of Linear Dynamical Systems as a Noncommutative Polynomial Optimization Problem.

Quan Zhou, Jakub Marecek

IEEE Trans. Autom. Control., April, 2024

Time-Varying Semidefinite Programming: Path Following a Burer-Monteiro Factorization.

Antonio Bellon, Mareike Dressler, Vyacheslav Kungurtsev, Jakub Marecek, André Uschmajew

SIAM J. Optim., March, 2024

Fairness in Ranking: Robustness through Randomization without the Protected Attribute.

Andrii Kliachkin, Eleni Psaroudaki, Jakub Marecek, Dimitris Fotakis

CoRR, 2024

Learning quantum Hamiltonians at any temperature in polynomial time with Chebyshev and bit complexity.

Ales Wodecki, Jakub Marecek

CoRR, 2024

The Effects of Transmission-Rights Pricing on Multi-Stage Electricity Markets.

Erwann de Belloy de Saint-Lienard, Jakub Marecek, Vyacheslav Kungurtsev

CoRR, 2024

Generating Likely Counterfactuals Using Sum-Product Networks.

Jiri Nemecek, Tomás Pevný, Jakub Marecek

CoRR, 2024

Taming Binarized Neural Networks and Mixed-Integer Programs.

Johannes Aspman, Georgios Korpas, Jakub Marecek

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

On the ergodic control of ensembles in the presence of non-linear filters.

Vyacheslav Kungurtsev, Jakub Marecek, Ramen Ghosh, Robert Shorten

Autom., June, 2023

Fairness in Forecasting of Observations of Linear Dynamical Systems.

Quan Zhou, Jakub Marecek, Robert Shorten

J. Artif. Intell. Res., 2023

Scheduling a Multi-Product Pipeline: A Discretized MILP Formulation.

Ales Wodecki, Pavel Rytír, Vyacheslav Kungurtsev, Jakub Marecek

CoRR, 2023

Piecewise Polynomial Regression of Tame Functions via Integer Programming.

Gilles Bareilles, Johannes Aspman, Jiri Nemecek, Jakub Marecek

CoRR, 2023

Joint Problems in Learning Multiple Dynamical Systems.

Mengjia Niu, Xiaoyu He, Petr Rysavý, Quan Zhou, Jakub Marecek

CoRR, 2023

Group-blind optimal transport to group parity and its constrained variants.

Quan Zhou, Jakub Marecek

CoRR, 2023

Improving the Validity of Decision Trees as Explanations.

Jiri Nemecek, Tomás Pevný, Jakub Marecek

CoRR, 2023

Predictability and Fairness in Load Aggregation with Deadband.

Fabio V. Difonzo, Michal Roubalik, Jakub Marecek

CoRR, 2023

A Survey of Quantum Alternatives to Randomized Algorithms: Monte Carlo Integration and Beyond.

Philip Intallura, Georgios Korpas, Sudeepto Chakraborty, Vyacheslav Kungurtsev, Jakub Marecek

CoRR, 2023

Predictability and fairness in load aggregation and operations of virtual power plants.

Jakub Marecek, Michal Roubalik, Ramen Ghosh, Robert N. Shorten, Fabian R. Wirth

Autom., 2023

2022

Predictability and Fairness in Social Sensing.

Ramen Ghosh, Jakub Marecek, Wynita M. Griggs, Matheus Souza, Robert N. Shorten

IEEE Internet Things J., 2022

Iterated Function Systems: A Comprehensive Survey.

Ramen Ghosh, Jakub Marecek

CoRR, 2022

Statistical timing analysis via modern optimization lens.

Adam Bosak, Dmytro Mishagli, Jakub Marecek

CoRR, 2022

Optimal Power Flow Pursuit in the Alternating Current Model.

Jie Liu, Antonio Bellon, Andrea Simonetto, Martin Takác, Jakub Marecek

CoRR, 2022

On Unique Ergodicity Of Coupled AIMD Flows.

Pietro Ferraro, Jia Yuan Yu, Ramen Ghosh, Syed Eqbal Alam, Jakub Marecek, Fabian Wirth, Robert Shorten

CoRR, 2022

Closed-Loop View of the Regulation of AI: Equal Impact across Repeated Interactions.

Quan Zhou, Ramen Ghosh, Robert Shorten, Jakub Marecek

CoRR, 2022

Herd Routes: A Preventative IoT-Based System for Improving Female Pedestrian Safety on City Streets.

Madeleine Woodburn, Wynita M. Griggs, Jakub Marecek, Robert N. Shorten

CoRR, 2022

Stochastic Langevin Differential Inclusions with Applications to Machine Learning.

Fabio V. Difonzo, Vyacheslav Kungurtsev, Jakub Marecek

CoRR, 2022

On the Design of Decentralised Data Markets.

Aida Manzano Kharman, Christian Jursitzky, Quan Zhao, Pietro Ferraro, Jakub Marecek, Pierre Pinson, Robert Shorten

CoRR, 2022

Recovering models of open quantum systems from data via polynomial optimization: Towards globally convergent quantum system identification.

Denys I. Bondar, Zakhar Popovych, Kurt Jacobs, Georgios Korpas, Jakub Marecek

CoRR, 2022

Low-Rank Methods in Event Detection With Subsampled Point-to-Subspace Proximity Tests.

Jakub Marecek, Stathis Maroulis, Vana Kalogeraki, Dimitrios Gunopulos

IEEE Access, 2022

2021

Warm-starting quantum optimization.

Daniel J. Egger, Jakub Marecek, Stefan Woerner

Quantum, 2021

Randomized Algorithms for Monotone Submodular Function Maximization on the Integer Lattice.

Alberto Schiabel, Vyacheslav Kungurtsev, Jakub Marecek

CoRR, 2021

On node ranking in graphs.

Ekaterina Dudkina, Michelangelo Bin, Jane Breen, Emanuele Crisostomi, Pietro Ferraro, Steve Kirkland, Jakub Marecek, Roderick Murray-Smith, Thomas Parisini, Lewi Stone, Serife Yilmaz, Robert Shorten

CoRR, 2021

Subgroup Fairness in Two-Sided Markets.

Quan Zhou, Jakub Marecek, Robert N. Shorten

CoRR, 2021

Trilevel and Multilevel Optimization using Monotone Operator Theory.

Allahkaram Shafiei, Vyacheslav Kungurtsev, Jakub Marecek

CoRR, 2021

Unique Ergodicity in the Interconnections of Ensembles with Applications to Two-Sided Markets.

Ramen Ghosh, Wynita M. Griggs, Jakub Marecek, Robert N. Shorten

CoRR, 2021

Fairness in Forecasting and Learning Linear Dynamical Systems.

Quan Zhou, Jakub Marecek, Robert N. Shorten

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Using deep learning to extend the range of air pollution monitoring and forecasting.

Philipp Haehnel, Jakub Marecek, Julien Monteil, Fearghal O'Donncha

J. Comput. Phys., 2020

Integer programming ensemble of temporal relations classifiers.

Catherine Kerr, Terri Hoare, Paula Carroll, Jakub Marecek

Data Min. Knowl. Discov., 2020

Screening for an Infectious Disease as a Problem in Stochastic Control.

Jakub Marecek

CoRR, 2020

Proper Learning of Linear Dynamical Systems as a Non-Commutative Polynomial Optimisation Problem.

Quan Zhou, Jakub Marecek

CoRR, 2020

Mixed-Integer Path-Stable Optimisation, with Applications in Model-Predictive Control of Water Systems.

Jorn H. Baayen, Jakub Marecek

CoRR, 2020

A Two-Step Pre-Processing for Semidefinite Programming.

Vyacheslav Kungurtsev, Jakub Marecek

Proceedings of the 59th IEEE Conference on Decision and Control, 2020

Pursuit of Low-Rank Models of Time-Varying Matrices Robust to Sparse and Measurement Noise.

Albert Akhriev, Jakub Marecek, Andrea Simonetto

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Iterated Piecewise-Stationary Random Functions.

Ramen Ghosh, Jakub Marecek, Robert Shorten

CoRR, 2019

On-line Non-Convex Constrained Optimization.

Olivier Massicot, Jakub Marecek

CoRR, 2019

Semidefinite Programming in Timetabling and Mutual-Exclusion Scheduling.

Jakub Marecek, Andrew J. Parkes

CoRR, 2019

On the ergodic control of ensembles.

André R. Fioravanti, Jakub Marecek, Robert N. Shorten, Matheus Souza, Fabian R. Wirth

Autom., 2019

Deep Autoencoders with Value-at-Risk Thresholding for Unsupervised Anomaly Detection.

Albert Akhriev, Jakub Marecek

Proceedings of the IEEE International Symposium on Multimedia, 2019

Entropy-Penalized Semidefinite Programming.

Mikhail Krechetov, Jakub Marecek, Yury Maximov, Martin Takác

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

A Fine-Grained Variant of the Hierarchy of Lasserre.

Wann-Jiun Ma, Jakub Marecek, Martin Mevissen

Proceedings of the 57th Annual Allerton Conference on Communication, 2019

Projections onto the Set of Feasible Inputs and the Set of Feasible Solutions.

Claudio Gambella, Jakub Marecek, Martin Mevissen

Proceedings of the 57th Annual Allerton Conference on Communication, 2019

Three Formulations of the Kuramoto Model as a System of Polynomial Equations.

Tianran Chen, Jakub Marecek, Dhagash Mehta, Matthew E. Niemerg

Proceedings of the 57th Annual Allerton Conference on Communication, 2019

On-Line Learning of Linear Dynamical Systems: Exponential Forgetting in Kalman Filters.

Mark Kozdoba, Jakub Marecek, Tigran T. Tchrakian, Shie Mannor

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Scaling up Deep Learning for PDE-based Models.

Philipp Haehnel, Jakub Marecek, Julien Monteil, Fearghal O'Donncha

CoRR, 2018

Robust Spectral Filtering and Anomaly Detection.

Jakub Marecek, Tigran T. Tchrakian

CoRR, 2018

Transmission-Constrained Unit Commitment.

Claudio Gambella, Jakub Marecek, Martin Mevissen, Jose Maria Fernandez Ortega, Sara Pezic Djukic, Mustafa Pezic

CoRR, 2018

The Use of Presence Data in Modelling Demand for Transportation.

Jonathan Epperlein, Jaroslaw Legierski, Marcin Luckner, Jakub Marecek, Rahul Nair

CoRR, 2018

Low-Rank Methods in Event Detection.

Jakub Marecek, Stathis Maroulis, Vana Kalogeraki, Dimitrios Gunopulos

CoRR, 2018

Matrix Completion Under Interval Uncertainty: Highlights.

Jakub Marecek, Peter Richtárik, Martin Takác

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2018

Regulating the Searching Behaviour of Parked Vehicles Attempting to Locate Moving, Missing Entities.

Matheus Souza, Wynita M. Griggs, Jakub Marecek, Robert N. Shorten

Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018

Parameter Estimation in Gaussian Mixture Models with Malicious Noise, without Balanced Mixing Coefficients.

Jing Xu, Jakub Marecek

Proceedings of the 56th Annual Allerton Conference on Communication, 2018

2017

Hybrid Methods in Solving Alternating-Current Optimal Power Flows.

Jie Liu, Alan C. Liddell Jr., Jakub Marecek, Martin Takác

IEEE Trans. Smart Grid, 2017

A low-rank coordinate-descent algorithm for semidefinite programming relaxations of optimal power flow.

Jakub Marecek, Martin Takác

Optim. Methods Softw., 2017

Matrix completion under interval uncertainty.

Jakub Marecek, Peter Richtárik, Martin Takác

Eur. J. Oper. Res., 2017

On classical control and smart cities.

André R. Fioravanti, Jakub Marecek, Robert N. Shorten, Matheus Souza, Fabian R. Wirth

Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017

Resource allocation with population dynamics.

Jonathan Epperlein, Jakub Marecek

Proceedings of the 55th Annual Allerton Conference on Communication, 2017

2016

r-extreme signalling for congestion control.

Jakub Marecek, Robert Shorten, Jia Yuan Yu

Int. J. Control, 2016

Pricing Vehicle Sharing with Proximity Information.

Jakub Marecek, Robert Shorten, Jia Yuan Yu

CoRR, 2016

MINLP in transmission expansion planning.

Jakub Marecek, Martin Mevissen, Jonas Christoffer Villumsen

Proceedings of the Power Systems Computation Conference, 2016

INSIGHT: Dynamic Traffic Management Using Heterogeneous Urban Data.

Nikolaos Panagiotou, Nikolas Zygouras, Ioannis Katakis, Dimitrios Gunopulos, Nikos Zacheilas, Ioannis Boutsis, Vana Kalogeraki, Stephen Lynch, Brendan O'Brien, Dermot Kinane, Jakub Marecek, Jia Yuan Yu, Rudi Verago, Elizabeth Daly, Nico Piatkowski, Thomas Liebig, Christian Bockermann, Katharina Morik, François Schnitzler, Matthias Weidlich, Avigdor Gal, Shie Mannor, Hendrik Stange, Werner Halft, Gennady L. Andrienko

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2016

2015

Signalling and obfuscation for congestion control.

Jakub Marecek, Robert Shorten, Jia Yuan Yu

Int. J. Control, 2015

2014

Inequality-Constrained Matrix Completion: Adding the Obvious Helps!

Martin Takác, Jakub Marecek, Peter Richtárik

CoRR, 2014

Congestion Management by Obfuscation.

Jakub Marecek, Robert Shorten, Jia Yuan Yu

CoRR, 2014

Congestion Management by Interval Signaling.

Jakub Marecek, Robert Shorten, Jia Yuan Yu

CoRR, 2014

Power Flow as an Algebraic System.

Jakub Marecek, Timothy McCoy, Martin Mevissen

CoRR, 2014

Exploiting Packing Components in General-Purpose Integer Programming Solvers.

Jakub Marecek

CoRR, 2014

Integer Programming Ensemble of Classifiers for Temporal Relations.

Catherine Kerr, Terri Hoare, Jakub Marecek, Paula Carroll

CoRR, 2014

Optimal Power Flow as a Polynomial Optimization Problem.

Bissan Ghaddar, Jakub Marecek, Martin Mevissen

CoRR, 2014

Traffic Management Using RTEC in OWL 2 RL.

Bernard Gorman, Jakub Marecek, Jia Yuan Yu

Proceedings of the Industry Track at the International Semantic Web Conference 2014 Co-located with the 13th International Semantic Web Conference (ISWC 2014), 2014

Heterogeneous Stream Processing and Crowdsourcing for Traffic Monitoring: Highlights.

François Schnitzler, Alexander Artikis, Matthias Weidlich, Ioannis Boutsis, Thomas Liebig, Nico Piatkowski, Christian Bockermann, Katharina Morik, Vana Kalogeraki, Jakub Marecek, Avigdor Gal, Shie Mannor, Dermot Kinane, Dimitrios Gunopulos

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2014

Heterogeneous Stream Processing and Crowdsourcing for Urban Traffic Management.

Alexander Artikis, Matthias Weidlich, François Schnitzler, Ioannis Boutsis, Thomas Liebig, Nico Piatkowski, Christian Bockermann, Katharina Morik, Vana Kalogeraki, Jakub Marecek, Avigdor Gal, Shie Mannor, Dimitrios Gunopulos, Dermot Kinane

Proceedings of the 17th International Conference on Extending Database Technology, 2014

2012

Exploiting structure in integer programs.

Jakub Marecek

PhD thesis, 2012

A space-indexed formulation of packing boxes into a larger box.

Sam D. Allen, Edmund K. Burke, Jakub Marecek

Oper. Res. Lett., 2012

A branch-and-cut procedure for the Udine Course Timetabling problem.

Edmund K. Burke, Jakub Marecek, Andrew J. Parkes, Hana Rudová

Ann. Oper. Res., 2012

2010

Decomposition, reformulation, and diving in university course timetabling.

Edmund K. Burke, Jakub Marecek, Andrew J. Parkes, Hana Rudová

Comput. Oper. Res., 2010

Handbook of Approximation Algorithms and Metaheuristics.

Jakub Marecek

Comput. J., 2010

A supernodal formulation of vertex colouring with applications in course timetabling.

Edmund K. Burke, Jakub Marecek, Andrew J. Parkes, Hana Rudová

Ann. Oper. Res., 2010

2009

Review of theoretical aspects of local search by Wil P. A. J. Michiels, Emile H. L. Aarts, and Jan H. M. Korst (Springer in the EATCS Series Monographs in Theoretical Computer Science, 007).

Jakub Marecek

SIGACT News, 2009

Yves Pochet and Laurence A. Wolsey: <i>Production Planning Using Mixed Integer Programming</i> Springer (2006) ISBN 978-0-387-29959-4.

Jakub Marecek

Comput. J., 2009

2007

On a Clique-Based Integer Programming Formulation of Vertex Colouring with Applications in Course Timetabling

Edmund K. Burke, Jakub Marecek, Andrew J. Parkes, Hana Rudová

CoRR, 2007

Penalising Patterns in Timetables: Novel Integer Programming Formulations.

Edmund K. Burke, Jakub Marecek, Andrew J. Parkes, Hana Rudová

Proceedings of the Operations Research, 2007