{"total":14,"rows":[{"id":"2109.02832","title":"Besov Function Approximation and Binary Classification on Low-Dimensional Manifolds Using Convolutional Residual Networks","created":"2021-09-07","cited_by_count":32,"area":null},{"id":"2306.03007","title":"Nonparametric Iterative Machine Teaching","created":"2023-06-05","cited_by_count":9,"area":null},{"id":"2105.04816","title":"Spectral risk-based learning using unbounded losses","created":"2021-05-11","cited_by_count":8,"area":null},{"id":"2206.03362","title":"Building Robust Ensembles via Margin Boosting","created":"2022-06-07","cited_by_count":8,"area":null},{"id":"2311.10318","title":"Nonparametric Teaching for Multiple Learners","created":"2023-11-17","cited_by_count":7,"area":null},{"id":"2104.04781","title":"Boosted Embeddings for Time Series Forecasting","created":"2021-04-10","cited_by_count":6,"area":null},{"id":"2112.07441","title":"An Interpretive Constrained Linear Model for ResNet and MgNet","created":"2021-12-14","cited_by_count":6,"area":null},{"id":"2501.18283","title":"Random Feature Representation Boosting","created":"2025-01-30","cited_by_count":4,"area":null},{"id":"2302.11327","title":"A Gradient Boosting Approach for Training Convolutional and Deep Neural Networks","created":"2023-02-22","cited_by_count":2,"area":null},{"id":"2404.13844","title":"ColA: Collaborative Adaptation with Gradient Learning","created":"2024-04-22","cited_by_count":1,"area":null},{"id":"2203.14840","title":"A Framework of Meta Functional Learning for Regularising Knowledge Transfer","created":"2022-03-28","cited_by_count":0,"area":null},{"id":"2306.02859","title":"Local Boosting for Weakly-Supervised Learning","created":"2023-06-05","cited_by_count":0,"area":null},{"id":"2505.19396","title":"Uniform convergence of the smooth calibration error and its relationship with functional gradient","created":"2025-05-26","cited_by_count":0,"area":null},{"id":"2605.00581","title":"Gradient Regularized Newton Boosting Trees with Global Convergence","created":"2026-05-01","cited_by_count":0,"area":null}],"next_cursor":null}