Search Results for author: Christian Geißler

Found 4 papers, 1 papers with code

Evaluating Generic Auto-ML Tools for Computational Pathology

no code implementations7 Dec 2021 Lars Ole Schwen, Daniela Schacherer, Christian Geißler, André Homeyer

The goal of this article is to evaluate how generic tools for neural network architecture search and hyperparameter optimization perform for common use cases in computational pathology.

Classification Hyperparameter Optimization

Graduated Optimization of Black-Box Functions

1 code implementation4 Jun 2019 Weijia Shao, Christian Geißler, Fikret Sivrikaya

Motivated by the problem of tuning hyperparameters in machine learning, we present a new approach for gradually and adaptively optimizing an unknown function using estimated gradients.

BIG-bench Machine Learning

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