arXiv Machine Learning By Hongkang Li, Songtao Lu, Xiaodong Cui, Pin-Yu Chen, Meng Wang

How Can Mamba Learn In Context with Outliers and Generalize Provably?

Read the original on arXiv Machine Learning →

arXiv:2510. 00399v2 Announce Type: replace Abstract: The Mamba model has gained significant attention for its computational advantages over Transformer-based models, while achieving comparable performance across a wide range of language tasks.

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arXiv Machine Learning
Sep 10

Conditioned Initialization for Attention

arXiv:2609.07086v1 Announce Type: new Abstract: Transformers are a dominant architecture in modern machine learning, powering applications across vision, language, and beyond. At the core of their su...

By Hemanth Saratchandran, Simon Lucey