The Cooperative Network Architecture: Learning Structured Networks as Representation of Sensory Patternsby Pascal J. Sager,…
Deep Learning-based Anomaly Detection and Log Analysis for Computer Networksby Shuzhan Wang, Ruxue Jiang, Zhaoqi…
Greener GRASS: Enhancing GNNs with Encoding, Rewiring, and Attentionby Tongzhou Liao, Barnabás PóczosFirst submitted to…
How DNNs break the Curse of Dimensionality: Compositionality and Symmetry Learningby Arthur Jacot, Seok Hoan…
Multi-label Learning with Random Circular Vectorsby Ken Nishida, Kojiro Machi, Kazuma Onishi, Katsuhiko Hayashi, Hidetaka…
Sub-SA: Strengthen In-context Learning via Submodular Selective Annotationby Jian Qian, Miao Sun, Sifan Zhou, Ziyu…
On the Limitations of Compute Thresholds as a Governance Strategyby Sara HookerFirst submitted to arxiv…
FairPFN: Transformers Can do Counterfactual Fairnessby Jake Robertson, Noah Hollmann, Noor Awad, Frank HutterFirst submitted…
Narrowing the Gap between Adversarial and Stochastic MDPs via Policy Optimizationby Daniil Tiapkin, Evgenii Chzhen,…
Regret Analysis of Multi-task Representation Learning for Linear-Quadratic Adaptive Controlby Bruce D. Lee, Leonardo F.…