{"total":19,"rows":[{"id":"2202.03038","title":"Deep Networks on Toroids: Removing Symmetries Reveals the Structure of Flat Regions in the Landscape Geometry","created":"2022-02-07","cited_by_count":28,"area":null},{"id":"2110.00683","title":"Learning through atypical \"phase transitions\" in overparameterized neural networks","created":"2021-10-01","cited_by_count":21,"area":null},{"id":"2304.13871","title":"Typical and atypical solutions in non-convex neural networks with discrete and continuous weights","created":"2023-04-26","cited_by_count":13,"area":null},{"id":"2307.05635","title":"Fundamental limits of overparametrized shallow neural networks for supervised learning","created":"2023-07-11","cited_by_count":13,"area":null},{"id":"2101.12115","title":"Model-Based Policy Search Using Monte Carlo Gradient Estimation with Real Systems Application","created":"2021-01-28","cited_by_count":10,"area":null},{"id":"2505.24849","title":"Statistical mechanics of extensive-width Bayesian neural networks near interpolation","created":"2025-05-30","cited_by_count":9,"area":null},{"id":"2410.06717","title":"Exact full-RSB SAT/UNSAT transition in infinitely wide two-layer neural networks","created":"2024-10-09","cited_by_count":6,"area":null},{"id":"2505.03577","title":"Information-theoretic reduction of deep neural networks to linear models in the overparametrized proportional regime","created":"2025-05-06","cited_by_count":6,"area":null},{"id":"2506.19276","title":"Rare dense solutions clusters in asymmetric binary perceptrons -- local entropy via fully lifted RDT","created":"2025-06-24","cited_by_count":5,"area":null},{"id":"2309.09240","title":"High-dimensional manifold of solutions in neural networks: insights from statistical physics","created":"2023-09-17","cited_by_count":4,"area":null},{"id":"2402.05696","title":"Fixed width treelike neural networks capacity analysis -- generic activations","created":"2024-02-08","cited_by_count":4,"area":null},{"id":"2410.20646","title":"Injectivity capacity of ReLU gates","created":"2024-10-28","cited_by_count":4,"area":null},{"id":"2312.08244","title":"Capacity of the treelike sign perceptrons neural networks with one hidden layer -- RDT based upper bounds","created":"2023-12-13","cited_by_count":3,"area":null},{"id":"2312.08257","title":"\\emph{Lifted} RDT based capacity analysis of the 1-hidden layer treelike \\emph{sign} perceptrons neural networks","created":"2023-12-13","cited_by_count":3,"area":null},{"id":"2404.13404","title":"Solution space and storage capacity of fully connected two-layer neural networks with generic activation functions","created":"2024-04-20","cited_by_count":3,"area":null},{"id":"2201.04669","title":"On neural network kernels and the storage capacity problem","created":"2022-01-12","cited_by_count":2,"area":null},{"id":"2107.07757","title":"Entropic alternatives to initialization","created":"2021-07-16","cited_by_count":0,"area":null},{"id":"2403.03637","title":"Exact objectives of random linear programs and mean widths of random polyhedrons","created":"2024-03-06","cited_by_count":0,"area":null},{"id":"2510.24616","title":"Statistical physics of deep learning: Optimal learning of a multi-layer perceptron near interpolation","created":"2025-10-28","cited_by_count":0,"area":null}],"next_cursor":null}