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Jakub Marecek
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2020 – today
- 2024
- [j26]Ekaterina Dudkina
, Michelangelo Bin
A comparison of centrality measures and their role in controlling the spread in epidemic networks. Int. J. Control 97(6): 1325-1340 (2024) - [j25]Pietro Ferraro, Jia Yuan Yu, Ramen Ghosh
On unique ergodicity of coupled AIMD flows. Int. J. Control 97(9): 2151-2161 (2024) - [j24]Allahkaram Shafiei
Trilevel and multilevel optimization using monotone operator theory. Math. Methods Oper. Res. 99(1): 77-114 (2024) - [j23]Antonio Bellon, Mareike Dressler
Time-Varying Semidefinite Programming: Path Following a Burer-Monteiro Factorization. SIAM J. Optim. 34(1): 1-26 (2024) - [j22]Quan Zhou
Learning of Linear Dynamical Systems as a Noncommutative Polynomial Optimization Problem. IEEE Trans. Autom. Control. 69(4): 2399-2405 (2024) - [c24]Johannes Aspman, Georgios Korpas, Jakub Marecek:
Taming Binarized Neural Networks and Mixed-Integer Programs. AAAI 2024: 10935-10943 - [c23]Quan Zhou, Ramen Ghosh, Robert Shorten, Jakub Marecek:
Closed-Loop View of the Regulation of AI: Equal Impact across Repeated Interactions. ICDEW 2024: 176-181 - [c22]Andrii Kliachkin, Eleni Psaroudaki, Jakub Marecek, Dimitris Fotakis:
Fairness in Ranking: Robustness through Randomization without the Protected Attribute. ICDEW 2024: 201-208 - [c21]Giorgos Giannopoulos, Maria Psalla, Loukas Kavouras, Dimitris Sacharidis
Fairness in AI: challenges in bridging the gap between algorithms and law. ICDEW 2024: 217-225 - [i66]Jiri Nemecek, Tomás Pevný, Jakub Marecek:
Generating Likely Counterfactuals Using Sum-Product Networks. CoRR abs/2401.14086 (2024) - [i65]Erwann de Belloy de Saint-Lienard, Jakub Marecek, Vyacheslav Kungurtsev:
The Effects of Transmission-Rights Pricing on Multi-Stage Electricity Markets. CoRR abs/2401.15772 (2024) - [i64]Ales Wodecki, Jakub Marecek:
Learning quantum Hamiltonians at any temperature in polynomial time with Chebyshev and bit complexity. CoRR abs/2402.05552 (2024) - [i63]Andrii Kliachkin, Eleni Psaroudaki, Jakub Marecek, Dimitris Fotakis:
Fairness in Ranking: Robustness through Randomization without the Protected Attribute. CoRR abs/2403.19419 (2024) - [i62]Giorgos Giannopoulos, Maria Psalla, Loukas Kavouras, Dimitris Sacharidis
Fairness in AI: challenges in bridging the gap between algorithms and law. CoRR abs/2404.19371 (2024) - [i61]Jacob Thrän, Jakub Marecek, Robert N. Shorten, Timothy C. Green:
Reserve Provision from Electric Vehicles: Aggregate Boundaries and Stochastic Model Predictive Control. CoRR abs/2406.07454 (2024) - [i60]Petr Rysavý, Xiaoyu He, Jakub Marecek:
Causal Learning in Biomedical Applications. CoRR abs/2406.15189 (2024) - [i59]Pavel Rytír, Ales Wodecki, Jakub Marecek:
ExDAG: Exact learning of DAGs. CoRR abs/2406.15229 (2024) - [i58]Vyacheslav Kungurtsev, Apaar, Aarya Khandelwal, Parth Sandeep Rastogi, Bapi Chatterjee, Jakub Marecek:
Empirical Bayes for Dynamic Bayesian Networks Using Generalized Variational Inference. CoRR abs/2406.17831 (2024) - [i57]Pavel Rytír, Ales Wodecki, Georgios Korpas, Jakub Marecek:
ExDBN: Exact learning of Dynamic Bayesian Networks. CoRR abs/2410.16100 (2024) - 2023
- [j21]Jakub Marecek
Predictability and fairness in load aggregation and operations of virtual power plants. Autom. 147: 110743 (2023) - [j20]Vyacheslav Kungurtsev
On the ergodic control of ensembles in the presence of non-linear filters. Autom. 152: 110946 (2023) - [j19]Quan Zhou
Fairness in Forecasting of Observations of Linear Dynamical Systems. J. Artif. Intell. Res. 76: 1247-1280 (2023) - [i56]Philip Intallura, Georgios Korpas, Sudeepto Chakraborty, Vyacheslav Kungurtsev
A Survey of Quantum Alternatives to Randomized Algorithms: Monte Carlo Integration and Beyond. CoRR abs/2303.04945 (2023) - [i55]Fabio V. Difonzo, Michal Roubalik, Jakub Marecek:
Predictability and Fairness in Load Aggregation with Deadband. CoRR abs/2305.17725 (2023) - [i54]Jiri Nemecek, Tomás Pevný, Jakub Marecek:
Improving the Validity of Decision Trees as Explanations. CoRR abs/2306.06777 (2023) - [i53]Johannes Aspman, Georgios Korpas, Jakub Marecek:
Taming Binarized Neural Networks and Mixed-Integer Programs. CoRR abs/2310.04469 (2023) - [i52]Quan Zhou, Jakub Marecek:
Group-blind optimal transport to group parity and its constrained variants. CoRR abs/2310.11407 (2023) - [i51]Mengjia Niu, Xiaoyu He, Petr Rysavý, Quan Zhou, Jakub Marecek:
Joint Problems in Learning Multiple Dynamical Systems. CoRR abs/2311.02181 (2023) - [i50]Gilles Bareilles, Johannes Aspman, Jiri Nemecek, Jakub Marecek:
Piecewise Polynomial Regression of Tame Functions via Integer Programming. CoRR abs/2311.13544 (2023) - [i49]Ales Wodecki, Pavel Rytír, Vyacheslav Kungurtsev, Jakub Marecek:
Scheduling a Multi-Product Pipeline: A Discretized MILP Formulation. CoRR abs/2312.11381 (2023) - 2022
- [j18]Jakub Marecek
Low-Rank Methods in Event Detection With Subsampled Point-to-Subspace Proximity Tests. IEEE Access 10: 32525-32536 (2022) - [j17]Ramen Ghosh
Predictability and Fairness in Social Sensing. IEEE Internet Things J. 9(1): 37-54 (2022) - [i48]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 abs/2203.17164 (2022) - [i47]Aida Manzano Kharman, Christian Jursitzky, Quan Zhao, Pietro Ferraro, Jakub Marecek
On the Design of Decentralised Data Markets. CoRR abs/2206.06299 (2022) - [i46]Fabio V. Difonzo, Vyacheslav Kungurtsev
Stochastic Langevin Differential Inclusions with Applications to Machine Learning. CoRR abs/2206.11533 (2022) - [i45]Madeleine Woodburn, Wynita M. Griggs, Jakub Marecek
Herd Routes: A Preventative IoT-Based System for Improving Female Pedestrian Safety on City Streets. CoRR abs/2207.05279 (2022) - [i44]Quan Zhou, Ramen Ghosh
Closed-Loop View of the Regulation of AI: Equal Impact across Repeated Interactions. CoRR abs/2209.01410 (2022) - [i43]Quan Zhou, Jakub Marecek
Fairness in Forecasting of Observations of Linear Dynamical Systems. CoRR abs/2209.05274 (2022) - [i42]Pietro Ferraro, Jia Yuan Yu, Ramen Ghosh
On Unique Ergodicity Of Coupled AIMD Flows. CoRR abs/2209.13273 (2022) - [i41]Antonio Bellon, Mareike Dressler, Vyacheslav Kungurtsev
Time-Varying Semidefinite Programming: Path Following a Burer-Monteiro Factorization. CoRR abs/2210.08387 (2022) - [i40]Jie Liu, Antonio Bellon, Andrea Simonetto, Martin Takác, Jakub Marecek
Optimal Power Flow Pursuit in the Alternating Current Model. CoRR abs/2211.02939 (2022) - [i39]Adam Bosak, Dmytro Mishagli, Jakub Marecek
Statistical timing analysis via modern optimization lens. CoRR abs/2211.02981 (2022) - [i38]Ramen Ghosh
Iterated Function Systems: A Comprehensive Survey. CoRR abs/2211.14661 (2022) - 2021
- [j16]Daniel J. Egger
Warm-starting quantum optimization. Quantum 5: 479 (2021) - [c20]Quan Zhou
Fairness in Forecasting and Learning Linear Dynamical Systems. AAAI 2021: 11134-11142 - [i37]Sam D. Allen, Edmund K. Burke, Jakub Marecek:
A space-indexed formulation of packing boxes into a larger box. CoRR abs/2101.00441 (2021) - [i36]Ramen Ghosh, Wynita M. Griggs, Jakub Marecek, Robert N. Shorten:
Unique Ergodicity in the Interconnections of Ensembles with Applications to Two-Sided Markets. CoRR abs/2104.14858 (2021) - [i35]Allahkaram Shafiei, Vyacheslav Kungurtsev, Jakub Marecek:
Trilevel and Multilevel Optimization using Monotone Operator Theory. CoRR abs/2105.09407 (2021) - [i34]Quan Zhou, Jakub Marecek, Robert N. Shorten:
Subgroup Fairness in Two-Sided Markets. CoRR abs/2106.02702 (2021) - [i33]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 abs/2107.09487 (2021) - [i32]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 abs/2110.03001 (2021) - [i31]Alberto Schiabel, Vyacheslav Kungurtsev, Jakub Marecek:
Randomized Algorithms for Monotone Submodular Function Maximization on the Integer Lattice. CoRR abs/2111.10175 (2021) - 2020
- [j15]Catherine Kerr, Terri Hoare, Paula Carroll
Integer programming ensemble of temporal relations classifiers. Data Min. Knowl. Discov. 34(2): 533-562 (2020) - [j14]Philipp Haehnel
Using deep learning to extend the range of air pollution monitoring and forecasting. J. Comput. Phys. 408: 109278 (2020) - [c19]Albert Akhriev, Jakub Marecek, Andrea Simonetto:
Pursuit of Low-Rank Models of Time-Varying Matrices Robust to Sparse and Measurement Noise. AAAI 2020: 3171-3178 - [c18]Vyacheslav Kungurtsev
A Two-Step Pre-Processing for Semidefinite Programming. CDC 2020: 384-389 - [i30]Jorn H. Baayen, Jakub Marecek:
Mixed-Integer Path-Stable Optimisation, with Applications in Model-Predictive Control of Water Systems. CoRR abs/2001.08121 (2020) - [i29]Quan Zhou, Jakub Marecek:
Proper Learning of Linear Dynamical Systems as a Non-Commutative Polynomial Optimisation Problem. CoRR abs/2002.01444 (2020) - [i28]Quan Zhou, Jakub Marecek, Robert N. Shorten:
Fairness in Forecasting and Learning Linear Dynamical Systems. CoRR abs/2006.07315 (2020) - [i27]Ramen Ghosh, Jakub Marecek, Wynita M. Griggs, Matheus Souza, Robert N. Shorten:
Predictability and Fairness in Social Sensing. CoRR abs/2007.16117 (2020) - [i26]Jakub Marecek:
Screening for an Infectious Disease as a Problem in Stochastic Control. CoRR abs/2011.00635 (2020)
2010 – 2019
- 2019
- [j13]André R. Fioravanti, Jakub Marecek
On the ergodic control of ensembles. Autom. 108 (2019) - [c17]Mark Kozdoba, Jakub Marecek
On-Line Learning of Linear Dynamical Systems: Exponential Forgetting in Kalman Filters. AAAI 2019: 4098-4105 - [c16]Wann-Jiun Ma, Jakub Marecek
A Fine-Grained Variant of the Hierarchy of Lasserre. Allerton 2019: 580-586 - [c15]Tianran Chen, Jakub Marecek
Three Formulations of the Kuramoto Model as a System of Polynomial Equations. Allerton 2019: 810-815 - [c14]Claudio Gambella, Jakub Marecek
Projections onto the Set of Feasible Inputs and the Set of Feasible Solutions. Allerton 2019: 937-943 - [c13]Mikhail Krechetov, Jakub Marecek
Entropy-Penalized Semidefinite Programming. IJCAI 2019: 1123-1129 - [c12]Albert Akhriev, Jakub Marecek
Deep Autoencoders with Value-at-Risk Thresholding for Unsupervised Anomaly Detection. ISM 2019: 208-211 - [i25]Jakub Marecek, Andrew J. Parkes:
Semidefinite Programming in Timetabling and Mutual-Exclusion Scheduling. CoRR abs/1904.03539 (2019) - [i24]Wann-Jiun Ma, Jakub Marecek, Martin Mevissen:
A Fine-Grained Variant of the Hierarchy of Lasserre. CoRR abs/1906.09586 (2019) - [i23]Olivier Massicot, Jakub Marecek:
On-line Non-Convex Constrained Optimization. CoRR abs/1909.07492 (2019) - [i22]Ramen Ghosh, Jakub Marecek, Robert Shorten:
Iterated Piecewise-Stationary Random Functions. CoRR abs/1909.10093 (2019) - [i21]Albert Akhriev, Jakub Marecek:
Deep Autoencoders with Value-at-Risk Thresholding for Unsupervised Anomaly Detection. CoRR abs/1912.04418 (2019) - 2018
- [c11]Jing Xu, Jakub Marecek
Parameter Estimation in Gaussian Mixture Models with Malicious Noise, without Balanced Mixing Coefficients. Allerton 2018: 446-453 - [c10]Matheus Souza, Wynita M. Griggs
Regulating the Searching Behaviour of Parked Vehicles Attempting to Locate Moving, Missing Entities. ITSC 2018: 3680-3685 - [c9]Jakub Marecek
Matrix Completion Under Interval Uncertainty: Highlights. ECML/PKDD (3) 2018: 621-625 - [i20]Jakub Marecek, Stathis Maroulis, Vana Kalogeraki, Dimitrios Gunopulos:
Low-Rank Methods in Event Detection. CoRR abs/1802.03649 (2018) - [i19]Jonathan Epperlein, Jaroslaw Legierski, Marcin Luckner, Jakub Marecek, Rahul Nair:
The Use of Presence Data in Modelling Demand for Transportation. CoRR abs/1802.03734 (2018) - [i18]Claudio Gambella, Jakub Marecek, Martin Mevissen, Jose Maria Fernandez Ortega, Sara Pezic Djukic, Mustafa Pezic:
Transmission-Constrained Unit Commitment. CoRR abs/1806.09408 (2018) - [i17]André R. Fioravanti, Jakub Marecek, Robert N. Shorten, Matheus Souza, Fabian R. Wirth:
On the Ergodic Control of Ensembles. CoRR abs/1807.03256 (2018) - [i16]Jakub Marecek, Tigran T. Tchrakian:
Robust Spectral Filtering and Anomaly Detection. CoRR abs/1808.01181 (2018) - [i15]Albert Akhriev, Jakub Marecek, Andrea Simonetto:
Pursuit of Low-Rank Models of Time-Varying Matrices Robust to Sparse and Measurement Noise. CoRR abs/1809.03550 (2018) - [i14]Mark Kozdoba, Jakub Marecek, Tigran T. Tchrakian, Shie Mannor:
On-Line Learning of Linear Dynamical Systems: Exponential Forgetting in Kalman Filters. CoRR abs/1809.05870 (2018) - [i13]Philipp Haehnel, Jakub Marecek, Julien Monteil, Fearghal O'Donncha:
Scaling up Deep Learning for PDE-based Models. CoRR abs/1810.09425 (2018) - 2017
- [j12]Jakub Marecek
Matrix completion under interval uncertainty. Eur. J. Oper. Res. 256(1): 35-43 (2017) - [j11]Jakub Marecek
A low-rank coordinate-descent algorithm for semidefinite programming relaxations of optimal power flow. Optim. Methods Softw. 32(4): 849-871 (2017) - [j10]Jie Liu, Alan C. Liddell Jr., Jakub Marecek
Hybrid Methods in Solving Alternating-Current Optimal Power Flows. IEEE Trans. Smart Grid 8(6): 2988-2998 (2017) - [c8]Jonathan Epperlein, Jakub Marecek
Resource allocation with population dynamics. Allerton 2017: 1293-1300 - [c7]André R. Fioravanti, Jakub Marecek
On classical control and smart cities. CDC 2017: 1413-1420 - [i12]Jing Xu, Jakub Marecek:
Parameter Estimation in Gaussian Mixture Models with Malicious Noise, without Balanced Mixing Coefficients. CoRR abs/1711.08082 (2017) - 2016
- [j9]Jakub Marecek
r-extreme signalling for congestion control. Int. J. Control 89(10): 1972-1984 (2016) - [c6]Nikolaos Panagiotou, Nikolas Zygouras, Ioannis Katakis
INSIGHT: Dynamic Traffic Management Using Heterogeneous Urban Data. ECML/PKDD (3) 2016: 22-26 - [c5]Jakub Marecek
MINLP in transmission expansion planning. PSCC 2016: 1-8 - [i11]Jakub Marecek, Robert Shorten, Jia Yuan Yu:
Pricing Vehicle Sharing with Proximity Information. CoRR abs/1601.06672 (2016) - [i10]Jonathan Epperlein, Jakub Marecek:
Resource Allocation with Population Dynamics. CoRR abs/1604.03458 (2016) - 2015
- [j8]Jakub Marecek
Signalling and obfuscation for congestion control. Int. J. Control 88(10): 2086-2096 (2015) - 2014
- [c4]Alexander Artikis, Matthias Weidlich
Heterogeneous Stream Processing and Crowdsourcing for Urban Traffic Management. EDBT 2014: 712-723 - [c3]François Schnitzler
Heterogeneous Stream Processing and Crowdsourcing for Traffic Monitoring: Highlights. ECML/PKDD (3) 2014: 520-523 - [c2]Bernard Gorman, Jakub Marecek, Jia Yuan Yu:
Traffic Management Using RTEC in OWL 2 RL. ISWC (Industry Track) 2014 - [i9]Jakub Marecek, Robert Shorten, Jia Yuan Yu:
Congestion Management by Interval Signaling. CoRR abs/1404.2458 (2014) - [i8]Bissan Ghaddar, Jakub Marecek, Martin Mevissen:
Optimal Power Flow as a Polynomial Optimization Problem. CoRR abs/1404.3626 (2014) - [i7]Jakub Marecek, Robert Shorten, Jia Yuan Yu:
Congestion Management by Obfuscation. CoRR abs/1406.7639 (2014) - [i6]Martin Takác, Jakub Marecek, Peter Richtárik:
Inequality-Constrained Matrix Completion: Adding the Obvious Helps! CoRR abs/1408.2467 (2014) - [i5]Catherine Kerr, Terri Hoare, Jakub Marecek, Paula Carroll:
Integer Programming Ensemble of Classifiers for Temporal Relations. CoRR abs/1412.1866 (2014) - [i4]Jakub Marecek:
Exploiting Packing Components in General-Purpose Integer Programming Solvers. CoRR abs/1412.2526 (2014) - [i3]Jakub Marecek, Timothy McCoy, Martin Mevissen:
Power Flow as an Algebraic System. CoRR abs/1412.8054 (2014) - 2012
- [b1]Jakub Marecek:
Exploiting structure in integer programs. University of Nottingham, UK, 2012 - [j7]Edmund K. Burke
A branch-and-cut procedure for the Udine Course Timetabling problem. Ann. Oper. Res. 194(1): 71-87 (2012) - [j6]Sam D. Allen, Edmund K. Burke
A space-indexed formulation of packing boxes into a larger box. Oper. Res. Lett. 40(1): 20-24 (2012) - 2010
- [j5]Edmund K. Burke
A supernodal formulation of vertex colouring with applications in course timetabling. Ann. Oper. Res. 179(1): 105-130 (2010) - [j4]Jakub Marecek:
Handbook of Approximation Algorithms and Metaheuristics. Comput. J. 53(8): 1338-1339 (2010) - [j3]Edmund K. Burke
Decomposition, reformulation, and diving in university course timetabling. Comput. Oper. Res. 37(3): 582-597 (2010)
2000 – 2009
- 2009
- [j2]Jakub Marecek:
Yves Pochet and Laurence A. Wolsey: Production Planning Using Mixed Integer Programming Springer (2006) ISBN 978-0-387-29959-4. Comput. J. 52(6): 724-725 (2009) - [j1]Jakub Marecek:
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). SIGACT News 40(2): 27-30 (2009) - [i2]Edmund K. Burke, Jakub Marecek, Andrew J. Parkes, Hana Rudová:
Decomposition, Reformulation, and Diving in University Course Timetabling. CoRR abs/0903.1095 (2009) - 2007
- [c1]Edmund K. Burke, Jakub Marecek
Penalising Patterns in Timetables: Novel Integer Programming Formulations. OR 2007: 409-414 - [i1]Edmund K. Burke, Jakub Marecek, Andrew J. Parkes, Hana Rudová:
On a Clique-Based Integer Programming Formulation of Vertex Colouring with Applications in Course Timetabling. CoRR abs/0710.3603 (2007)
Coauthor Index
Robert Shorten
aka: Robert N. Shorten
aka: Robert N. Shorten
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