{"total":13,"rows":[{"id":"2403.20233","title":"Functional Bilevel Optimization for Machine Learning","created":"2024-03-29","cited_by_count":20,"area":null},{"id":"2408.11084","title":"Multi-level Monte-Carlo Gradient Methods for Stochastic Optimization with Biased Oracles","created":"2024-08-20","cited_by_count":5,"area":null},{"id":"2506.06087","title":"Multilevel neural simulation-based inference","created":"2025-06-06","cited_by_count":5,"area":null},{"id":"2403.14822","title":"Non-Convex Robust Hypothesis Testing using Sinkhorn Uncertainty Sets","created":"2024-03-21","cited_by_count":4,"area":null},{"id":"2404.03331","title":"LancBiO: dynamic Lanczos-aided bilevel optimization via Krylov subspace","created":"2024-04-04","cited_by_count":4,"area":null},{"id":"2405.10815","title":"A Functional Model Method for Nonconvex Nonsmooth Conditional Stochastic Optimization","created":"2024-05-17","cited_by_count":4,"area":null},{"id":"2405.19463","title":"Stochastic Optimization Algorithms for Instrumental Variable Regression with Streaming Data","created":"2024-05-29","cited_by_count":4,"area":null},{"id":"2408.09672","title":"Regularization for Adversarial Robust Learning","created":"2024-08-19","cited_by_count":3,"area":null},{"id":"2503.22923","title":"Nested Stochastic Algorithm for Generalized Sinkhorn distance-Regularized Distributionally Robust Optimization","created":"2025-03-29","cited_by_count":3,"area":null},{"id":"2408.09157","title":"On the KL-Divergence-based Robust Satisficing Model","created":"2024-08-17","cited_by_count":1,"area":null},{"id":"2511.09845","title":"Bridging Constraints and Stochasticity: A Fully First-Order Method for Stochastic Bilevel Optimization with Linear Constraints","created":"2025-11-13","cited_by_count":1,"area":null},{"id":"2502.05094","title":"Quantum speedup of non-linear Monte Carlo problems","created":"2025-02-07","cited_by_count":0,"area":null},{"id":"2609.30501","title":"To Solve Bilevel Optimization with Nonconvex Lower Levels, We Need Second-Order Stationarity","created":"2026-09-24","cited_by_count":0,"area":null}],"next_cursor":null}