Panagiotis Misiakos

11 papers A* 2A 1Misc 3Journal 4Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
Learning DAGs and Root Causes from Time-Series Data.
CoRR
Panagiotis Misiakos, Markus Püschel
2025 Misc conf
Learning Time-Varying Graphs from Data with Few Causes.
ICASSP
Panagiotis Misiakos, Markus Püschel
2025 A conf
SpinSVAR: Estimating Structural Vector Autoregression Assuming Sparse Input.
UAI
Panagiotis Misiakos, Markus Püschel
2025 — conf
The CausalBench challenge: A machine learning contest for gene network inference from single-cell perturbation data.
CLeaR
Mathieu Chevalley, Jacob Sackett-Sanders, Yusuf H. 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
2024 Misc conf
Learning Signals and Graphs from Time-Series Graph Data with Few Causes.
ICASSP
Panagiotis Misiakos, Vedran Mihal, Markus Püschel
2024 J jnl
TropNNC: Structured Neural Network Compression Using Tropical Geometry.
CoRR
Konstantinos Fotopoulos, Petros Maragos, Panagiotis Misiakos
2023 A* conf
Learning DAGs from Data with Few Root Causes.
NeurIPS
Panagiotis Misiakos, Chris Wendler, Markus Püschel
2023 J jnl
Learning DAGs from Data with Few Root Causes.
CoRR
Panagiotis Misiakos, Chris Wendler, Markus Püschel
2023 J jnl
The CausalBench challenge: A machine learning contest for gene network inference from single-cell perturbation data.
CoRR
Mathieu Chevalley, Jacob Sackett-Sanders, Yusuf H. 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
2022 A* conf
Neural Network Approximation based on Hausdorff distance of Tropical Zonotopes.
ICLR
Panagiotis Misiakos, Georgios Smyrnis, George Retsinas, Petros Maragos
2020 Misc conf
Diagonalizable Shift and Filters for Directed Graphs Based on the Jordan-Chevalley Decomposition.
ICASSP
Panagiotis Misiakos, Chris Wendler, Markus Püschel