Polak, Adam

7 publications

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

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

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

NeurIPS 2021 Nearly-Tight and Oblivious Algorithms for Explainable Clustering Buddhima Gamlath, Xinrui Jia, Adam Polak, Ola Svensson

ICML 2021 Robust Learning-Augmented Caching: An Experimental Study Jakub Chłędowski, Adam Polak, Bartosz Szabucki, Konrad Tomasz Żołna

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