"mean squared error" Papers

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Emergence and scaling laws in SGD learning of shallow neural networks

Yunwei Ren, Eshaan Nichani, Denny Wu et al.

NEURIPS 2025arXiv:2504.19983
17
citations

Neural Collapse is Globally Optimal in Deep Regularized ResNets and Transformers

Peter Súkeník, Christoph Lampert, Marco Mondelli

NEURIPS 2025arXiv:2505.15239
4
citations

PAC-Bayes Bounds for Multivariate Linear Regression and Linear Autoencoders

Ruixin Guo, Ruoming Jin, Xinyu Li et al.

NEURIPS 2025arXiv:2512.12905
1
citations

Mean Estimation in the Add-Remove Model of Differential Privacy

Alex Kulesza, Ananda Suresh, Yuyan Wang

ICML 2024arXiv:2312.06658
10
citations

SaVeR: Optimal Data Collection Strategy for Safe Policy Evaluation in Tabular MDP

Subhojyoti Mukherjee, Josiah Hanna, Robert Nowak

ICML 2024arXiv:2406.02165