#Machine Learning Research
Latest news articles tagged with "Machine Learning Research". Follow the timeline of events, related topics, and entities.
Articles (4)
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🇺🇸 Golden Layers and Where to Find Them: Improved Knowledge Editing for Large Language Models Via Layer Gradient Analysis
[USA]
arXiv:2602.20207v1 Announce Type: cross Abstract: Knowledge editing in Large Language Models (LLMs) aims to update the model's prediction for a specific query to a desired target while preserving its...
Related: #Knowledge Editing, #Large Language Models -
🇺🇸 Probing Graph Neural Network Activation Patterns Through Graph Topology
[USA]
arXiv:2602.21092v1 Announce Type: cross Abstract: Curvature notions on graphs provide a theoretical description of graph topology, highlighting bottlenecks and denser connected regions. Artifacts of ...
Related: #Graph Neural Networks, #Graph Topology -
🇺🇸 In-Context Learning in Linear vs. Quadratic Attention Models: An Empirical Study on Regression Tasks
[USA]
arXiv:2602.17171v1 Announce Type: cross Abstract: Recent work has demonstrated that transformers and linear attention models can perform in-context learning (ICL) on simple function classes, such as ...
Related: #In‑Context Learning (ICL), #Linear vs. Quadratic Attention, #Regression Tasks, #Model Depth -
🇺🇸 Variation is the Key: A Variation-Based Framework for LLM-Generated Text Detection
[USA]
arXiv:2602.13226v1 Announce Type: new Abstract: Detecting text generated by large language models (LLMs) is crucial but challenging. Existing detectors depend on impractical assumptions, such as whit...
Related: #Artificial Intelligence, #Natural Language Processing, #Security & Privacy