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teacher-student setup

6 papers

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Co-occurring keywords · papers mentioning both

neural network (3) stochastic gradient descent (2) spurious feature (1) accuracy degradation (1) bias dynamics (1) weight allocation (1) bias formation (1) subset learning (1) data covariance matrix (1) sample size (1)

Papers

The impact of allocation strategies in subset learning on the expressive power of neural networks ICLR 2025 Bias in Motion: Theoretical Insights into the Dynamics of Bias in SGD Training NeurIPS 2024 Grokking in Linear Estimators -- A Solvable Model that Groks without Understanding ICLR 2024 On the Impact of Overparameterization on the Training of a Shallow Neural Network in High Dimensions AISTATS 2024 Attacks on Online Learners: a Teacher-Student Analysis NeurIPS 2023 Dynamics of stochastic gradient descent for two-layer neural networks in the teacher-student setup NeurIPS 2019