Six Lectures on Linearized Neural Networks

25 August 2023

Papers citing "Six Lectures on Linearized Neural Networks"

14 / 14 papers shown

Title
ExpTest: Automating Learning Rate Searching and Tuning with Insights from Linearized Neural Networks Zan Chaudhry Naoko Mizuno 58 0 0 25 Nov 2024
Aligning Model Properties via Conformal Risk Control William Overman Jacqueline Jil Vallon Mohsen Bayati 25 2 0 26 Jun 2024
Bayesian Inference for Consistent Predictions in Overparameterized Nonlinear Regression Tomoya Wakayama BDL 39 0 0 06 Apr 2024
Trained quantum neural networks are Gaussian processes Filippo Girardi Giacomo De Palma 10 3 0 13 Feb 2024
No Free Prune: Information-Theoretic Barriers to Pruning at Initialization Tanishq Kumar Kevin Luo Mark Sellke 14 3 0 02 Feb 2024
Cyclic Group Projection for Enumerating Quasi-Cyclic Codes Trapping Sets V. Usatyuk Yury Kuznetsov Sergey Egorov 14 0 0 26 Jan 2024
Topology-Aware Exploration of Energy-Based Models Equilibrium: Toric QC-LDPC Codes and Hyperbolic MET QC-LDPC Codes V. Usatyuk Denis Sapozhnikov Sergey Egorov 9 0 0 26 Jan 2024
Learning from higher-order statistics, efficiently: hypothesis tests, random features, and neural networks Eszter Székely Lorenzo Bardone Federica Gerace Sebastian Goldt 27 2 0 22 Dec 2023
SGD learning on neural networks: leap complexity and saddle-to-saddle dynamics Emmanuel Abbe Enric Boix-Adserà Theodor Misiakiewicz FedML MLT 76 72 0 21 Feb 2023
Learning Single-Index Models with Shallow Neural Networks A. Bietti Joan Bruna Clayton Sanford M. Song 160 65 0 27 Oct 2022
Neural Networks Efficiently Learn Low-Dimensional Representations with SGD Alireza Mousavi-Hosseini Sejun Park M. Girotti Ioannis Mitliagkas Murat A. Erdogdu MLT 319 48 0 29 Sep 2022
Sharp Asymptotics of Kernel Ridge Regression Beyond the Linear Regime Hong Hu Yue M. Lu 38 15 0 13 May 2022
The Implicit Bias of Benign Overfitting Ohad Shamir 91 37 0 27 Jan 2022
Learning with invariances in random features and kernel models Song Mei Theodor Misiakiewicz Andrea Montanari OOD 44 89 0 25 Feb 2021