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Career

· PhD Student, ETH Zurich2021–
· Master of Engineering (M.Eng.) in Engineering, National Technical University of Athens2021–

Publications (10)

The CausalBench challenge: A machine learning contest for gene network inference from single-cell perturbation data
arXiv.org · 2023
15
cited
Learning DAGs from Data with Few Root Causes
Neural Information Processing Systems · 2023
13
cited
Neural Network Approximation based on Hausdorff distance of Tropical Zonotopes
International Conference on Learning Representations · 2022
10
cited
Learning Signals and Graphs from Time-Series Graph Data with Few Causes
IEEE International Conference on Acoustics, Speech, and Signal Processing · 2024
5
cited
Diagonalizable Shift and Filters for Directed Graphs Based on the Jordan-Chevalley Decomposition
IEEE International Conference on Acoustics, Speech, and Signal Processing · 2020
2
cited
TropNNC: Structured Neural Network Compression Using Tropical Geometry
arXiv.org · 2024
2
cited
L EARNING G ENE R EGULATORY N ETWORKS UNDER F EW R OOT C AUSES ASSUMPTION
2023
Learning Time-Varying Graphs from Data with Few Causes
IEEE International Conference on Acoustics, Speech, and Signal Processing · 2025
SpinSVAR: Estimating Structural Vector Autoregression Assuming Sparse Input
Conference on Uncertainty in Artificial Intelligence · 2025
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Panagiotis Misiakos | Researcher Profile | Sotabase | Sotabase