2024 "feature learning dynamics" Papers

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Complexity Matters: Feature Learning in the Presence of Spurious Correlations

GuanWen Qiu, Da Kuang, Surbhi Goel

ICML 2024poster

Simplicity Bias of Two-Layer Networks beyond Linearly Separable Data

Nikita Tsoy, Nikola Konstantinov

ICML 2024poster

Which Frequencies do CNNs Need? Emergent Bottleneck Structure in Feature Learning

Yuxiao Wen, Arthur Jacot

ICML 2024poster