Panagiotis Misiakos

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 6

Top Topics

Hausdorff Distance

Learning Models

Top Venues

Publications

Panagiotis Misiakos, Vedran Mihal, Markus Püschel
Learning Signals and Graphs from Time-Series Graph Data with Few Causes. ICASSP (2024)
Panagiotis Misiakos, Chris Wendler, Markus Püschel
Learning DAGs from Data with Few Root Causes. CoRR (2023)
Mathieu Chevalley, Jacob Sackett-Sanders, Yusuf Roohani, Pascal Notin, Artemy Bakulin, Dariusz Brzezinski, Kaiwen Deng, Yuanfang Guan, Justin Hong, Michael Ibrahim, Wojciech Kotlowski, Marcin Kowiel, Panagiotis Misiakos, Achille Nazaret, Markus Püschel, Chris Wendler, Arash Mehrjou, Patrick Schwab
The CausalBench challenge: A machine learning contest for gene network inference from single-cell perturbation data. CoRR (2023)
Panagiotis Misiakos, Chris Wendler, Markus Püschel
Learning DAGs from Data with Few Root Causes. NeurIPS (2023)
Panagiotis Misiakos, Georgios Smyrnis, George Retsinas, Petros Maragos
Neural Network Approximation based on Hausdorff distance of Tropical Zonotopes. ICLR (2022)
Panagiotis Misiakos, Chris Wendler, Markus Püschel
Diagonalizable Shift and Filters for Directed Graphs Based on the Jordan-Chevalley Decomposition. ICASSP (2020)