From the 8 of 192 papers with an AI index.
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- Max Planck Institute for AstronomyDE61 papers
- Centre National de la Recherche ScientifiqueFR56 papers
- University of GenevaCH56 papers
- National Institute for AstrophysicsIT55 papers
- Durham UniversityGB53 papers
- University College LondonGB51 papers
- California Institute of TechnologyUS49 papers
- Sorbonne UniversitéFR49 papers
- University of GroningenNL49 papers
- European Space Research and Technology CentreNL48 papers
- Instituto de Astrofísica de CanariasES48 papers
- Université Paris CitéFR48 papers
5 papers · 1 filter
Does Dimensionality Reduction via Random Projections Preserve Landscape Features?
Iván Olarte RodrÃguez, Anja Jankovic, Thomas Bäck +1
Exploratory Landscape Analysis (ELA) provides numerical features for characterizing black-box optimization problems. In high-dimensional settings, however, ELA suffers from sparsit…
A Mechanistic Explanatory Strategy for XAI
Marcin Rabiza
Despite significant advancements in XAI, scholars note a persistent lack of solid conceptual foundations and integration with broader scientific discourse on explanation. In respon…
Pruning Federated Models through Loss Landscape Analysis and Client Agreement Scoring
Christian Internò, Elena Raponi, Markus Olhofer +5
The practical deployment of Federated Learning (FL) on resource-constrained devices is fundamentally limited by the high cost of training large models and the instability caused by…
Predictive Coding Networks and Inference Learning: Tutorial and Survey
Björn van Zwol, Ro Jefferson, Egon L. van den Broek
Recent years have witnessed a growing call for renewed emphasis on neuroscience-inspired approaches in artificial intelligence research, under the banner of NeuroAI. A prime exampl…
Humanity's Last Exam
Long Phan, Alice Gatti, Ziwen Han +1144
Benchmarks are important tools for tracking the rapid advancements in large language model (LLM) capabilities. However, benchmarks are not keeping pace in difficulty: LLMs now achi…