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cs.LG2022★ 1 cited
Tearing Apart NOTEARS: Controlling the Graph Prediction via Variance Manipulation
Jonas Seng, Matej Zečević, Devendra Singh Dhami +1
Simulations are ubiquitous in machine learning. Especially in graph learning, simulations of Directed Acyclic Graphs (DAG) are being deployed for evaluating new algorithms. In the…
cs.LG2022★ 1 cited
FEATHERS: Federated Architecture and Hyperparameter Search
Jonas Seng, Pooja Prasad, Martin Mundt +2
Deep neural architectures have profound impact on achieved performance in many of today's AI tasks, yet, their design still heavily relies on human prior knowledge and experience.…