Marecek, Jakub

11 publications

TMLR 2025 ExDBN: Learning Dynamic Bayesian Networks Using Extended Mixed-Integer Programming Formulations Pavel Rytíř, Aleš Wodecki, Georgios Korpas, Jakub Marecek

ICLR 2025 Generating Likely Counterfactuals Using Sum-Product Networks Jiří Němeček, Tomáš Pevný, Jakub Marecek

ICLRW 2025 Piecewise Polynomial Regression of Tame Functions via Integer Programming Gilles Bareilles, Johannes Aspman, Jiří Němeček, Jakub Marecek

AAAI 2024 Taming Binarized Neural Networks and Mixed-Integer Programs Johannes Aspman, Georgios Korpas, Jakub Marecek

JAIR 2023 Fairness in Forecasting of Observations of Linear Dynamical Systems Quan Zhou, Jakub Marecek, Robert Shorten

AAAI 2021 Fairness in Forecasting and Learning Linear Dynamical Systems Quan Zhou, Jakub Marecek, Robert N. Shorten

AAAI 2020 Pursuit of Low-Rank Models of Time-Varying Matrices Robust to Sparse and Measurement Noise Albert Akhriev, Jakub Marecek, Andrea Simonetto

IJCAI 2019 Entropy-Penalized Semidefinite Programming Mikhail Krechetov, Jakub Marecek, Yury Maximov, Martin Takác

AAAI 2019 On-Line Learning of Linear Dynamical Systems: Exponential Forgetting in Kalman Filters Mark Kozdoba, Jakub Marecek, Tigran T. Tchrakian, Shie Mannor

ECML-PKDD 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

ECML-PKDD 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