Elias, Marek

10 publications

ICLR 2025 Approximation Algorithms for Combinatorial Optimization with Predictions Antonios Antoniadis, Marek Elias, Adam Polak, Moritz Venzin

ICML 2025 Learning-Augmented Algorithms for MTS with Bandit Access to Multiple Predictors Matei Gabriel Cosa, Marek Elias

ICLR 2024 Algorithms for Caching and MTS with Reduced Number of Predictions Karim Ahmed Abdel Sadek, Marek Elias

UAI 2024 Bandits with Knapsacks and Predictions Davide Drago, Andrea Celli, Marek Elias

NeurIPS 2024 Learning-Augmented Algorithms with Explicit Predictors Marek Eliáš, Haim Kaplan, Yishay Mansour, Shay Moran

ICML 2023 Mixing Predictions for Online Metric Algorithms Antonios Antoniadis, Christian Coester, Marek Elias, Adam Polak, Bertrand Simon

ICML 2023 Paging with Succinct Predictions Antonios Antoniadis, Joan Boyar, Marek Elias, Lene Monrad Favrholdt, Ruben Hoeksma, Kim S. Larsen, Adam Polak, Bertrand Simon

ICML 2021 Differentially Private Correlation Clustering Mark Bun, Marek Elias, Janardhan Kulkarni

NeurIPS 2021 Learning-Augmented Dynamic Power Management with Multiple States via New Ski Rental Bounds Antonios Antoniadis, Christian Coester, Marek Elias, Adam Polak, Bertrand Simon

ICML 2020 Online Metric Algorithms with Untrusted Predictions Antonios Antoniadis, Christian Coester, Marek Elias, Adam Polak, Bertrand Simon