2024 "learning dynamics" Papers

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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 2024poster

Explaining Generalization Power of a DNN Using Interactive Concepts

Huilin Zhou, Hao Zhang, Huiqi Deng et al.

AAAI 2024paperarXiv:2302.13091
33
citations

Impact of Decentralized Learning on Player Utilities in Stackelberg Games

Kate Donahue, Nicole Immorlica, Meena Jagadeesan et al.

ICML 2024poster

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

Yi Feng, Georgios Piliouras, Xiao Wang

ICML 2024poster

Self-attention Networks Localize When QK-eigenspectrum Concentrates

Han Bao, Ryuichiro Hataya, Ryo Karakida

ICML 2024poster