{"total":13,"rows":[{"id":"2402.15715","title":"Operator Learning: Algorithms and Analysis","created":"2024-02-24","cited_by_count":85,"area":null},{"id":"2408.01367","title":"Transformers are Universal In-context Learners","created":"2024-08-02","cited_by_count":43,"area":null},{"id":"2404.09101","title":"Mixtures of Neural Operators Reduce Active Complexity in Operator Learning","created":"2024-04-13","cited_by_count":16,"area":null},{"id":"2404.02986","title":"Universal Functional Regression with Neural Operator Flows","created":"2024-04-03","cited_by_count":9,"area":null},{"id":"2510.25379","title":"A Deep Learning Framework for Multi-Operator Learning: Architectures and Approximation Theory","created":"2025-10-29","cited_by_count":9,"area":null},{"id":"2410.20646","title":"Injectivity capacity of ReLU gates","created":"2024-10-28","cited_by_count":4,"area":null},{"id":"2503.24092","title":"New universal operator approximation theorem for encoder-decoder architectures","created":"2025-03-31","cited_by_count":4,"area":null},{"id":"2605.22724","title":"Multiple Neural Operators Achieve Near-Optimal Rates for Multi-Task Learning","created":"2026-05-21","cited_by_count":4,"area":null},{"id":"2604.01961","title":"Generalization Bounds and Statistical Guarantees for Multi-Task and Multiple Operator Learning with MNO Networks","created":"2026-04-02","cited_by_count":3,"area":null},{"id":"2405.19805","title":"Complexity of Injectivity and Verification of ReLU Neural Networks","created":"2024-05-30","cited_by_count":2,"area":null},{"id":"2410.14788","title":"Polynomial Scaling is Possible For Neural Operator Approximations of Structured Families of BSDEs","created":"2024-10-18","cited_by_count":2,"area":null},{"id":"2412.03393","title":"Can neural operators always be continuously discretized?","created":"2024-12-04","cited_by_count":2,"area":null},{"id":"2607.14361","title":"NeuralChaos: Optimal Adapted Approximation of Square Integrable Predictable Processes","created":"2026-07-15","cited_by_count":0,"area":null}],"next_cursor":null}