Poster "learning dynamics" Papers

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A Solvable Attention for Neural Scaling Laws

Bochen Lyu, Di Wang, Zhanxing Zhu

Differentiation and Specialization of Attention Heads via the Refined Local Learning Coefficient

George Wang, Jesse Hoogland, Stan van Wingerden et al.

ICLR 2025arXiv:2410.02984

Learning Dynamics of LLM Finetuning

YI REN, Danica Sutherland

ICLR 2025arXiv:2407.10490

Curated LLM: Synergy of LLMs and Data Curation for tabular augmentation in low-data regimes

Nabeel Seedat, Nicolas Huynh, Boris van Breugel et al.

ICML 2024arXiv:2312.12112

Impact of Decentralized Learning on Player Utilities in Stackelberg Games

Kate Donahue, Nicole Immorlica, Meena Jagadeesan et al.

ICML 2024arXiv:2403.00188

Prediction Accuracy of Learning in Games : Follow-the-Regularized-Leader meets Heisenberg

Yi Feng, Georgios Piliouras, Xiao Wang

ICML 2024arXiv:2406.10603

Self-attention Networks Localize When QK-eigenspectrum Concentrates

Han Bao, Ryuichiro Hataya, Ryo Karakida

ICML 2024arXiv:2402.02098