Jakub Marecek

ORCID

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 92

Top Venues

University of Nottingham, UK (PHD)

Education History

University of Nottingham, UK

PHD

Publications

Pavel Rytír, Ales Wodecki, Jakub Marecek
ExDAG: Exact learning of DAGs. CoRR (2024)
Antonio Bellon, Mareike Dressler, Vyacheslav Kungurtsev, Jakub Marecek, André Uschmajew
Time-Varying Semidefinite Programming: Path Following a Burer-Monteiro Factorization. SIAM J. Optim. 34 (1) (2024)
Ales Wodecki, Jakub Marecek
Learning quantum Hamiltonians at any temperature in polynomial time with Chebyshev and bit complexity. CoRR (2024)
Giorgos Giannopoulos, Maria Psalla, Loukas Kavouras, Dimitris Sacharidis, Jakub Marecek, German M. Matilla, Ioannis Z. Emiris
Fairness in AI: challenges in bridging the gap between algorithms and law. ICDEW (2024)
Johannes Aspman, Georgios Korpas, Jakub Marecek
Taming Binarized Neural Networks and Mixed-Integer Programs. AAAI (2024)
Petr Rysavý, Xiaoyu He, Jakub Marecek
Causal Learning in Biomedical Applications. CoRR (2024)
Erwann de Belloy de Saint-Lienard, Jakub Marecek, Vyacheslav Kungurtsev
The Effects of Transmission-Rights Pricing on Multi-Stage Electricity Markets. CoRR (2024)
Quan Zhou, Ramen Ghosh, Robert Shorten, Jakub Marecek
Closed-Loop View of the Regulation of AI: Equal Impact across Repeated Interactions. ICDEW (2024)
Jiri Nemecek, Tomás Pevný, Jakub Marecek
Generating Likely Counterfactuals Using Sum-Product Networks. CoRR (2024)
Jacob Thrän, Jakub Marecek, Robert N. Shorten, Timothy C. Green
Reserve Provision from Electric Vehicles: Aggregate Boundaries and Stochastic Model Predictive Control. CoRR (2024)
Allahkaram Shafiei, Vyacheslav Kungurtsev, Jakub Marecek
Trilevel and multilevel optimization using monotone operator theory. Math. Methods Oper. Res. 99 (1) (2024)
Andrii Kliachkin, Eleni Psaroudaki, Jakub Marecek, Dimitris Fotakis
Fairness in Ranking: Robustness through Randomization without the Protected Attribute. CoRR (2024)
Andrii Kliachkin, Eleni Psaroudaki, Jakub Marecek, Dimitris Fotakis
Fairness in Ranking: Robustness through Randomization without the Protected Attribute. ICDEW (2024)
Giorgos Giannopoulos, Maria Psalla, Loukas Kavouras, Dimitris Sacharidis, Jakub Marecek, German M. Matilla, Ioannis Z. Emiris
Fairness in AI: challenges in bridging the gap between algorithms and law. CoRR (2024)
Vyacheslav Kungurtsev, Apaar, Aarya Khandelwal, Parth Sandeep Rastogi, Bapi Chatterjee, Jakub Marecek
Empirical Bayes for Dynamic Bayesian Networks Using Generalized Variational Inference. CoRR (2024)
Quan Zhou, Jakub Marecek
Learning of Linear Dynamical Systems as a Noncommutative Polynomial Optimization Problem. IEEE Trans. Autom. Control. 69 (4) (2024)
Jiri Nemecek, Tomás Pevný, Jakub Marecek
Improving the Validity of Decision Trees as Explanations. CoRR (2023)
Philip Intallura, Georgios Korpas, Sudeepto Chakraborty, Vyacheslav Kungurtsev, Jakub Marecek
A Survey of Quantum Alternatives to Randomized Algorithms: Monte Carlo Integration and Beyond. CoRR (2023)
Ales Wodecki, Pavel Rytír, Vyacheslav Kungurtsev, Jakub Marecek
Scheduling a Multi-Product Pipeline: A Discretized MILP Formulation. CoRR (2023)
Johannes Aspman, Georgios Korpas, Jakub Marecek
Taming Binarized Neural Networks and Mixed-Integer Programs. CoRR (2023)
Quan Zhou, Jakub Marecek
Group-blind optimal transport to group parity and its constrained variants. CoRR (2023)
Quan Zhou, Jakub Marecek, Robert Shorten
Fairness in Forecasting of Observations of Linear Dynamical Systems. J. Artif. Intell. Res. 76 (2023)
Gilles Bareilles, Johannes Aspman, Jiri Nemecek, Jakub Marecek
Piecewise Polynomial Regression of Tame Functions via Integer Programming. CoRR (2023)
Fabio V. Difonzo, Michal Roubalik, Jakub Marecek
Predictability and Fairness in Load Aggregation with Deadband. CoRR (2023)
Jakub Marecek, Michal Roubalik, Ramen Ghosh, Robert N. Shorten, Fabian R. Wirth
Predictability and fairness in load aggregation and operations of virtual power plants. Autom. 147 (2023)
Mengjia Niu, Xiaoyu He, Petr Rysavý, Quan Zhou, Jakub Marecek
Joint Problems in Learning Multiple Dynamical Systems. CoRR (2023)
Vyacheslav Kungurtsev, Jakub Marecek, Ramen Ghosh, Robert Shorten
On the ergodic control of ensembles in the presence of non-linear filters. Autom. 152 (2023)
Aida Manzano Kharman, Christian Jursitzky, Quan Zhao, Pietro Ferraro, Jakub Marecek, Pierre Pinson, Robert Shorten
On the Design of Decentralised Data Markets. CoRR (2022)
Antonio Bellon, Mareike Dressler, Vyacheslav Kungurtsev, Jakub Marecek, André Uschmajew
Time-Varying Semidefinite Programming: Path Following a Burer-Monteiro Factorization. CoRR (2022)
Pietro Ferraro, Jia Yuan Yu, Ramen Ghosh, Syed Eqbal Alam, Jakub Marecek, Fabian Wirth, Robert Shorten
On Unique Ergodicity Of Coupled AIMD Flows. CoRR (2022)
Jie Liu, Antonio Bellon, Andrea Simonetto, Martin Takác, Jakub Marecek
Optimal Power Flow Pursuit in the Alternating Current Model. CoRR (2022)
Fabio V. Difonzo, Vyacheslav Kungurtsev, Jakub Marecek
Stochastic Langevin Differential Inclusions with Applications to Machine Learning. CoRR (2022)
Ramen Ghosh, Jakub Marecek, Wynita M. Griggs, Matheus Souza, Robert N. Shorten
Predictability and Fairness in Social Sensing. IEEE Internet Things J. 9 (1) (2022)
Quan Zhou, Jakub Marecek, Robert N. Shorten
Fairness in Forecasting of Observations of Linear Dynamical Systems. CoRR (2022)
Madeleine Woodburn, Wynita M. Griggs, Jakub Marecek, Robert N. Shorten
Herd Routes: A Preventative IoT-Based System for Improving Female Pedestrian Safety on City Streets. CoRR (2022)
Denys I. Bondar, Zakhar Popovych, Kurt Jacobs, Georgios Korpas, Jakub Marecek
Recovering models of open quantum systems from data via polynomial optimization: Towards globally convergent quantum system identification. CoRR (2022)
Adam Bosak, Dmytro Mishagli, Jakub Marecek
Statistical timing analysis via modern optimization lens. CoRR (2022)
Jakub Marecek, Stathis Maroulis, Vana Kalogeraki, Dimitrios Gunopulos
Low-Rank Methods in Event Detection With Subsampled Point-to-Subspace Proximity Tests. IEEE Access 10 (2022)
Ramen Ghosh, Jakub Marecek
Iterated Function Systems: A Comprehensive Survey. CoRR (2022)
Quan Zhou, Ramen Ghosh, Robert Shorten, Jakub Marecek
Closed-Loop View of the Regulation of AI: Equal Impact across Repeated Interactions. CoRR (2022)
Alberto Schiabel, Vyacheslav Kungurtsev, Jakub Marecek
Randomized Algorithms for Monotone Submodular Function Maximization on the Integer Lattice. CoRR (2021)
Sam D. Allen, Edmund K. Burke, Jakub Marecek
A space-indexed formulation of packing boxes into a larger box. CoRR (2021)
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
On node ranking in graphs. CoRR (2021)
Quan Zhou, Jakub Marecek, Robert N. Shorten
Subgroup Fairness in Two-Sided Markets. CoRR (2021)
Ramen Ghosh, Wynita M. Griggs, Jakub Marecek, Robert N. Shorten
Unique Ergodicity in the Interconnections of Ensembles with Applications to Two-Sided Markets. CoRR (2021)
Quan Zhou, Jakub Marecek, Robert N. Shorten
Fairness in Forecasting and Learning Linear Dynamical Systems. AAAI (2021)
Allahkaram Shafiei, Vyacheslav Kungurtsev, Jakub Marecek
Trilevel and Multilevel Optimization using Monotone Operator Theory. CoRR (2021)
Jakub Marecek, Michal Roubalik, Ramen Ghosh, Robert N. Shorten, Fabian R. Wirth
Predictability and Fairness in Load Aggregation and Operations of Virtual Power Plants. CoRR (2021)
Daniel J. Egger, Jakub Marecek, Stefan Woerner
Warm-starting quantum optimization. Quantum 5 (2021)
Quan Zhou, Jakub Marecek
Proper Learning of Linear Dynamical Systems as a Non-Commutative Polynomial Optimisation Problem. CoRR (2020)
Philipp Haehnel, Jakub Marecek, Julien Monteil, Fearghal O'Donncha
Using deep learning to extend the range of air pollution monitoring and forecasting. J. Comput. Phys. 408 (2020)
Albert Akhriev, Jakub Marecek, Andrea Simonetto
Pursuit of Low-Rank Models of Time-Varying Matrices Robust to Sparse and Measurement Noise. AAAI (2020)
Ramen Ghosh, Jakub Marecek, Wynita M. Griggs, Matheus Souza, Robert N. Shorten
Predictability and Fairness in Social Sensing. CoRR (2020)
Catherine Kerr, Terri Hoare, Paula Carroll, Jakub Marecek
Integer programming ensemble of temporal relations classifiers. Data Min. Knowl. Discov. 34 (2) (2020)
Jakub Marecek
Screening for an Infectious Disease as a Problem in Stochastic Control. CoRR (2020)
Jorn H. Baayen, Jakub Marecek
Mixed-Integer Path-Stable Optimisation, with Applications in Model-Predictive Control of Water Systems. CoRR (2020)
Vyacheslav Kungurtsev, Jakub Marecek
A Two-Step Pre-Processing for Semidefinite Programming. CDC (2020)
Quan Zhou, Jakub Marecek, Robert N. Shorten
Fairness in Forecasting and Learning Linear Dynamical Systems. CoRR (2020)
Ramen Ghosh, Jakub Marecek, Robert Shorten
Iterated Piecewise-Stationary Random Functions. CoRR (2019)
Olivier Massicot, Jakub Marecek
On-line Non-Convex Constrained Optimization. CoRR (2019)
Jakub Marecek, Andrew J. Parkes
Semidefinite Programming in Timetabling and Mutual-Exclusion Scheduling. CoRR (2019)
Mark Kozdoba, Jakub Marecek, Tigran T. Tchrakian, Shie Mannor
On-Line Learning of Linear Dynamical Systems: Exponential Forgetting in Kalman Filters. AAAI (2019)
Tianran Chen, Jakub Marecek, Dhagash Mehta, Matthew E. Niemerg
Three Formulations of the Kuramoto Model as a System of Polynomial Equations. Allerton (2019)
Claudio Gambella, Jakub Marecek, Martin Mevissen
Projections onto the Set of Feasible Inputs and the Set of Feasible Solutions. Allerton (2019)
André R. Fioravanti, Jakub Marecek, Robert N. Shorten, Matheus Souza, Fabian R. Wirth
On the ergodic control of ensembles. Autom. 108 (2019)
Albert Akhriev, Jakub Marecek
Deep Autoencoders with Value-at-Risk Thresholding for Unsupervised Anomaly Detection. CoRR (2019)
Wann-Jiun Ma, Jakub Marecek, Martin Mevissen
A Fine-Grained Variant of the Hierarchy of Lasserre. Allerton (2019)
Albert Akhriev, Jakub Marecek
Deep Autoencoders with Value-at-Risk Thresholding for Unsupervised Anomaly Detection. ISM (2019)
Mikhail Krechetov, Jakub Marecek, Yury Maximov, Martin Takác
Entropy-Penalized Semidefinite Programming. IJCAI (2019)
Wann-Jiun Ma, Jakub Marecek, Martin Mevissen
A Fine-Grained Variant of the Hierarchy of Lasserre. CoRR (2019)
Matheus Souza, Wynita M. Griggs, Jakub Marecek, Robert N. Shorten
Regulating the Searching Behaviour of Parked Vehicles Attempting to Locate Moving, Missing Entities. ITSC (2018)
Jakub Marecek, Peter Richtárik, Martin Takác
Matrix Completion Under Interval Uncertainty: Highlights. ECML/PKDD (3) (2018)
Jing Xu, Jakub Marecek
Parameter Estimation in Gaussian Mixture Models with Malicious Noise, without Balanced Mixing Coefficients. Allerton (2018)
André R. Fioravanti, Jakub Marecek, Robert N. Shorten, Matheus Souza, Fabian R. Wirth
On the Ergodic Control of Ensembles. CoRR (2018)
Mark Kozdoba, Jakub Marecek, Tigran T. Tchrakian, Shie Mannor
On-Line Learning of Linear Dynamical Systems: Exponential Forgetting in Kalman Filters. CoRR (2018)
Jonathan Epperlein, Jaroslaw Legierski, Marcin Luckner, Jakub Marecek, Rahul Nair
The Use of Presence Data in Modelling Demand for Transportation. CoRR (2018)
Philipp Haehnel, Jakub Marecek, Julien Monteil, Fearghal O'Donncha
Scaling up Deep Learning for PDE-based Models. CoRR (2018)
Albert Akhriev, Jakub Marecek, Andrea Simonetto
Pursuit of Low-Rank Models of Time-Varying Matrices Robust to Sparse and Measurement Noise. CoRR (2018)
Jakub Marecek, Tigran T. Tchrakian
Robust Spectral Filtering and Anomaly Detection. CoRR (2018)
Claudio Gambella, Jakub Marecek, Martin Mevissen, Jose Maria Fernandez Ortega, Sara Pezic Djukic, Mustafa Pezic
Transmission-Constrained Unit Commitment. CoRR (2018)
Jakub Marecek, Stathis Maroulis, Vana Kalogeraki, Dimitrios Gunopulos
Low-Rank Methods in Event Detection. CoRR (2018)
Jing Xu, Jakub Marecek
Parameter Estimation in Gaussian Mixture Models with Malicious Noise, without Balanced Mixing Coefficients. CoRR (2017)
André R. Fioravanti, Jakub Marecek, Robert N. Shorten, Matheus Souza, Fabian R. Wirth
On classical control and smart cities. CDC (2017)
Jakub Marecek, Peter Richtárik, Martin Takác
Matrix completion under interval uncertainty. Eur. J. Oper. Res. 256 (1) (2017)
Jakub Marecek, Martin Takác
A low-rank coordinate-descent algorithm for semidefinite programming relaxations of optimal power flow. Optim. Methods Softw. 32 (4) (2017)
Jonathan Epperlein, Jakub Marecek
Resource allocation with population dynamics. Allerton (2017)
Jie Liu, Alan C. Liddell Jr., Jakub Marecek, Martin Takác
Hybrid Methods in Solving Alternating-Current Optimal Power Flows. IEEE Trans. Smart Grid 8 (6) (2017)
Jakub Marecek, Robert Shorten, Jia Yuan Yu
Pricing Vehicle Sharing with Proximity Information. CoRR (2016)
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
INSIGHT: Dynamic Traffic Management Using Heterogeneous Urban Data. ECML/PKDD (3) (2016)
Jonathan Epperlein, Jakub Marecek
Resource Allocation with Population Dynamics. CoRR (2016)
Jakub Marecek, Robert Shorten, Jia Yuan Yu
r-extreme signalling for congestion control. Int. J. Control 89 (10) (2016)
Jakub Marecek, Martin Mevissen, Jonas Christoffer Villumsen
MINLP in transmission expansion planning. PSCC (2016)
Jakub Marecek, Robert Shorten, Jia Yuan Yu
Signalling and obfuscation for congestion control. Int. J. Control 88 (10) (2015)
Martin Takác, Jakub Marecek, Peter Richtárik
Inequality-Constrained Matrix Completion: Adding the Obvious Helps! CoRR (2014)
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
Heterogeneous Stream Processing and Crowdsourcing for Traffic Monitoring: Highlights. ECML/PKDD (3) (2014)
Jakub Marecek, Robert Shorten, Jia Yuan Yu
Congestion Management by Obfuscation. CoRR (2014)
Jakub Marecek, Timothy McCoy, Martin Mevissen
Power Flow as an Algebraic System. CoRR (2014)
Catherine Kerr, Terri Hoare, Jakub Marecek, Paula Carroll
Integer Programming Ensemble of Classifiers for Temporal Relations. CoRR (2014)
Bernard Gorman, Jakub Marecek, Jia Yuan Yu
Traffic Management Using RTEC in OWL 2 RL. ISWC (Industry Track) (2014)
Jakub Marecek, Robert Shorten, Jia Yuan Yu
Congestion Management by Interval Signaling. CoRR (2014)

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Publication Activity (10 Years)

Top Topics

Top Venues

Jakub Marecek