ICML "neural network optimization" Papers

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Complexity Matters: Feature Learning in the Presence of Spurious Correlations

GuanWen Qiu, Da Kuang, Surbhi Goel

ICML 2024poster

MD tree: a model-diagnostic tree grown on loss landscape

Yefan Zhou, Jianlong Chen, Qinxue Cao et al.

ICML 2024posterarXiv:2406.16988

No Wrong Turns: The Simple Geometry Of Neural Networks Optimization Paths

Charles Guille-Escuret, Hiroki Naganuma, Kilian Fatras et al.

ICML 2024posterarXiv:2306.11922

Scalable and Flexible Causal Discovery with an Efficient Test for Adjacency

Alan Amin, Andrew Wilson

ICML 2024posterarXiv:2406.09177