We warmly invite you to submit your work to the Special Session on “Dynamic Algorithm Configuration and Selection”, as part … More
Category: Optimization
Reading Recommendation: “Beyond algorithm hyperparameters: on preprocessing hyperparameters and associated pitfalls in machine learning applications”
The preprint, which was written by Christina Sauer, Anne-Laure Boulesteix, Luzia Hanßum, Farina Hodiamont, Claudia Bausewein, and Theresa Ullmann, is available on arXiv: https://arxiv.org/abs/2412.03491 Abstract: … More
The last 2024 issue of the SIGEvolution newsletter (Winter 2024) is now available online
The last 2024 issue of the SIGEvolution newsletter (Winter 2024) is now available online: https://evolution.sigevo.org/issues/HTML/sigevolution-17-4/index.html Many thanks to our contributors. … More
CfP: ProbNum25 – The International Conference on Probabilistic Numerics
1st – 3rd September 2025, EURECOM, France ProbNum25 is an international conference on Probabilistic Numerics, methods for statistically solving numerical problems (optimisation, … More
Reading Recommendation: “SCORE Band Visualizations: Supporting Decision Makers in Comparing High-Dimensional Outcome Vectors in Multiobjective Optimization”
The paper contributes to visualizing such outcome vectors independent of how they have been generated.
Interesting: Lecture Series in AI: “How Could Machines Reach Human-Level Intelligence?” by Yann LeCun
Yann LeCun’s lecture discusses the limitations of current AI, emphasizing the need for a cognitive architecture with a predictive world model. This model uses a Joint Embedding Predictive Architecture (JEPA) to enable planning and understanding, aiming for human-level intelligence.