Panagiotis Misiakos

According to our database, Panagiotis Misiakos authored at least 6 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

TropNNC: Structured Neural Network Compression Using Tropical Geometry.

Konstantinos Fotopoulos, Petros Maragos, Panagiotis Misiakos

CoRR, 2024

Learning Signals and Graphs from Time-Series Graph Data with Few Causes.

Panagiotis Misiakos, Vedran Mihal, Markus Püschel

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

The CausalBench challenge: A machine learning contest for gene network inference from single-cell perturbation data.

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

CoRR, 2023

Learning DAGs from Data with Few Root Causes.

Panagiotis Misiakos, Chris Wendler, Markus Püschel

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

Neural Network Approximation based on Hausdorff distance of Tropical Zonotopes.

Panagiotis Misiakos, Georgios Smyrnis, George Retsinas, Petros Maragos

Proceedings of the Tenth International Conference on Learning Representations, 2022

2020

Diagonalizable Shift and Filters for Directed Graphs Based on the Jordan-Chevalley Decomposition.

Panagiotis Misiakos, Chris Wendler, Markus Püschel

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020