Panagiotis Misiakos
5 papers · 2022–2026 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(12)
Venues
Top co-authors
Research topics
Machine Learning
(5)
Artificial Intelligence
(4)
Core AI
(4)
Learning Types
(2)
Optimization & Theory
(2)
Data Science & Analytics
(1)
Deep Learning
(1)
Healthcare & Medicine
(1)
Mathematics & Optimization
(1)
Application Areas
(1)
Architectures
(1)
Core Methods
(1)
Methods
(1)
Optimization
(1)
Research
(1)
Keywords
structural equation model
(2)
neural network compression
(1)
causal discovery
(1)
continuous optimization
(1)
time series
(1)
directed graph
(1)
approximation error
(1)
spectral radius
(1)
relu activation
(1)
drug discovery
(1)
tropical geometry
(1)
directed acyclic graph
(1)
maximum likelihood estimator
(1)
time series data
(1)
gene network inference
(1)
sparse input
(1)
dag learning
(1)
hausdorff distance
(1)
structural vector autoregression
(1)
root cause
(1)
Papers
Learning Stable Digraphs from Sparse-Input Linear Structural Causal Models
UAI 2026
SpinSVAR: Estimating Structural Vector Autoregression Assuming Sparse Input
UAI 2025
The CausalBench challenge: A machine learning contest for gene network inference from single-cell perturbation data
CLeaR 2025
Learning DAGs from Data with Few Root Causes
NeurIPS 2023
Neural Network Approximation based on Hausdorff distance of Tropical Zonotopes
ICLR 2022