This open access book provides a wealth of hands-on examples that illustrate how hyperparameter tuning can be applied in practice … More
Category: Artificial Intellligence
Open Access Book “Hyperparameter Tuning for Machine and Deep Learning with R” is finally published
The book “Hyperparameter Tuning for Machine and Deep Learning with R – A Practical Guide” is finally published. The content is … More
Open Access Book “Hyperparameter Tuning for ML and DL with R”: Proof reading started
Today, we received the proofs from Springer. The book will be available soon, see https://link.springer.com/book/9789811951695
CfP: Special Session on Evolutionary Transfer Learning and Transfer Optimisation
2022 IEEE World Congress on Computational Intelligence (WCCI)/ IEEE Congress on Evolutionary Computation (CEC) 18 – 23 July 2022, Padova, … More
AI-based approach to detect, classify and localize underwater events. Preprint “Underwater Acoustic Networks for Security Risk Assessment in Public Drinking Water Reservoirs” available on arXiv
The preprint of the paper “Underwater Acoustic Networks for Security Risk Assessment in Public Drinking Water Reservoirs” is available on … More
Hyperparameter Tuning Survey Paper: Experimental Investigation and Evaluation of Model-based Hyperparameter Optimization
The working paper “Experimental Investigation and Evaluation of Model-based Hyperparameter Optimization” by Eva Bartz, Martin Zaefferer, Olaf Mersmann, Thomas Bartz-Beielstein was published on … More
Working Paper: Surrogate Model Based Hyperparameter Tuning for Deep Learning with SPOT
Authors: Thomas Bartz-Beielstein, Frederik Rehbach, Amrita Sen, and Martin ZaeffererCategories: cs.LGMSC-class: 68T07ACM-class: A.1; B.8.0; G.1.6; G.4; I.2.8 A surrogate model … More
FAZ.NET Artikel: Wie man sich auf KI spezialisieren kann
Digitalisierung und KI werden immer wichtiger, aber Fachleute fehlen – dabei ist der Weg geebnet. Denn passende Studiengänge gibt es … More
Always interesting to see how far we have (not) come: 2020 in review – 10 AI failures
The global artificial intelligence market is expected to top US$40 billion in 2020, with a compound annual growth rate (CAGR) … More
How AutoML Works
Automated Machine Learning, or AutoML, eliminates the need for skilled data scientists to analyze and test the multitude of different machine … More