1. “Multi-criteria design and optimization of deep learning models: Application to embedded systems”. Collaboration with IRT-SystemX Paris Saclay. See the … More
Month: June 2021
Benchmarking and Experimentation: Pitfalls and Best Practices. Tutorial CEC 2021. Slides can be downloaded
The PDF version of the CEC21 tutorial slides (Mike Preuss, Boris Naujoks, Thomas Bartz-Beielstein) can be downloaded here: https://www.spotseven.de/new-publications/
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
Evolutionary Computation in Practice at GECCO 2021: Session Details
In the Evolutionary Computation in Practice (ECiP) track, well-known speakers with outstanding reputation in academia and industry present background and … More
Chat record from “Benchmarking and experimentation: pitfalls and best practices” at CEC 2021
Really enjoyed the tutorial today – unfortunately, time was limited (and too short). Further materials (slides) will be available soon. … More
Special Issue in IEEE Transactions on Evolutionary Computation: Benchmarking Sampling-Based Optimization Heuristics: Methodology and Software (BENCH)
Benchmarking plays an important role in the study of evolutionary computation methods and other optimization algorithms. Among other benefits, benchmarking … 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
Day 1 of the 2021 IEEE Congress on Evolutionary Computation
Our (Mike, Boris, and Thomas) tutorial Benchmarking and Experimentation: Pitfalls and Best Practices starts at 2:15 p.m. today. Here is … 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
CEC-2021 Tutorial: Benchmarking and Experimentation
Benchmarking@CEC-2021 Tutorial “Benchmarking and Experimentation: Pitfalls and Best Practices” Time: Monday, June 28th, 2021 2:15 PM CEST Presenters: Thomas Bartz-Beielstein, … More