Nino Scherrer

activity

20202026

most citedImproved Segmentation and Detection Sensitivity of Diffusion-Weighted Brain Infarct Lesions with Synthetically Enhanced Deep Learning

28 citations · 109 across the 19 of their papers we have counts for

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stat.ML2022

Trust Your $\nabla$ : Gradient-based Intervention Targeting for Causal Discovery

Mateusz Olko, Michał Zając, Aleksandra Nowak +5

Inferring causal structure from data is a challenging task of fundamental importance in science. Observational data are often insufficient to identify a system's causal structure u…

stat.ML2021★ 16 cited

Learning Neural Causal Models with Active Interventions

Nino Scherrer, Olexa Bilaniuk, Yashas Annadani +7

Discovering causal structures from data is a challenging inference problem of fundamental importance in all areas of science. The appealing properties of neural networks have recen…

Trust Your ∇: Gradient-based Intervention Targeting for Causal Discovery

Learning Neural Causal Models with Active Interventions

Trust Your $\nabla$ : Gradient-based Intervention Targeting for Causal Discovery