{"total":14,"rows":[{"id":"2108.00969","title":"Convergence rates of deep ReLU networks for multiclass classification","created":"2021-08-02","cited_by_count":21,"area":null},{"id":"2210.13447","title":"Precision Machine Learning","created":"2022-10-24","cited_by_count":14,"area":null},{"id":"2105.04046","title":"A likelihood approach to nonparametric estimation of a singular distribution using deep generative models","created":"2021-05-09","cited_by_count":12,"area":null},{"id":"2406.11110","title":"How Neural Networks Learn the Support is an Implicit Regularization Effect of SGD","created":"2024-06-17","cited_by_count":8,"area":null},{"id":"2106.03591","title":"Calibrating multi-dimensional complex ODE from noisy data via deep neural networks","created":"2021-06-07","cited_by_count":6,"area":null},{"id":"2107.09532","title":"Estimation of a regression function on a manifold by fully connected deep neural networks","created":"2021-07-20","cited_by_count":5,"area":null},{"id":"2205.05500","title":"Analysis of convolutional neural network image classifiers in a rotationally symmetric model","created":"2022-05-11","cited_by_count":4,"area":null},{"id":"2302.08606","title":"Intrinsic and extrinsic deep learning on manifolds","created":"2023-02-16","cited_by_count":4,"area":null},{"id":"2311.14609","title":"Analysis of the expected $L_2$ error of an over-parametrized deep neural network estimate learned by gradient descent without regularization","created":"2023-11-24","cited_by_count":4,"area":null},{"id":"2412.20355","title":"Confidence Interval Construction and Conditional Variance Estimation with Dense ReLU Networks","created":"2024-12-29","cited_by_count":3,"area":null},{"id":"2106.05233","title":"Analysis of convolutional neural network image classifiers in a hierarchical max-pooling model with additional local pooling","created":"2021-05-31","cited_by_count":2,"area":null},{"id":"2301.03747","title":"Semiparametric Regression for Spatial Data via Deep Learning","created":"2023-01-10","cited_by_count":2,"area":null},{"id":"2312.17007","title":"On the rate of convergence of an over-parametrized Transformer classifier learned by gradient descent","created":"2023-12-28","cited_by_count":2,"area":null},{"id":"2405.01990","title":"Soft Label PU Learning","created":"2024-05-03","cited_by_count":0,"area":null}],"next_cursor":null}