:: Library Catalog

Cover Image

Saved in:

Bibliographic Details
Main Authors:	Chan, Timothy C. Y., Lin, Bo, Saxe, Shoshanna
Format:	Preprint
Published:	2022
Subjects:	Optimization and Control Machine Learning
Online Access:	https://arxiv.org/abs/2209.09404
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

AutoLTS: Automating Cycling Stress Assessment via Contrastive Learning and Spatial Post-processing
by: Lin, Bo, et al.
Published: (2023)

Dynamic Control of Service Systems with Returns: Application to Design of Post-Discharge Hospital Readmission Prevention Programs
by: Chan, Timothy C. Y., et al.
Published: (2022)

Conformal Inverse Optimization
by: Lin, Bo, et al.
Published: (2024)

Learning to Solve Bilevel Programs with Binary Tender
by: Zhou, Bo, et al.
Published: (2024)

An Augmented Lagrangian Value Function Method for Lower-level Constrained Stochastic Bilevel Optimization
by: Nie, Hantao, et al.
Published: (2025)

A Stochastic Conjugate Subgradient Algorithm for Two-stage Stochastic Programming
by: Zhang, Di, et al.
Published: (2025)

A Quantile Neural Network Framework for Two-stage Stochastic Optimization
by: Alcántara, Antonio, et al.
Published: (2024)

Data-driven Policies For Two-stage Stochastic Linear Programs
by: Sharma, Chhavi, et al.
Published: (2026)

Second-Order Optimality Conditions for Nonsmooth Constrained Optimization with Applications to Bilevel Programming
by: Liu, Xiang, et al.
Published: (2025)

Distributed Stochastic Bilevel Optimization: Improved Complexity and Heterogeneity Analysis
by: Niu, Youcheng, et al.
Published: (2023)

Bilevel Mixed-Integer Linear Program with Binary Tender
by: Zhou, Bo, et al.
Published: (2025)

On Linear Convergence of Distributed Stochastic Bilevel Optimization over Undirected Networks via Gradient Aggregation
by: Tak, Ajay, et al.
Published: (2025)

Network Flow Models for Robust Binary Optimization with Selective Adaptability
by: Bodur, Merve, et al.
Published: (2024)

Adaptive Two-stage Stochastic Programming with an Analysis on Capacity Expansion Planning Problem
by: Basciftci, Beste, et al.
Published: (2019)

Augmenting Iterative Trajectory for Bilevel Optimization: Methodology, Analysis and Extensions
by: Liu, Risheng, et al.
Published: (2023)

Bilevel Learning with Inexact Stochastic Gradients
by: Salehi, Mohammad Sadegh, et al.
Published: (2024)

Reducing Contextual Stochastic Bilevel Optimization via Structured Function Approximation
by: Bouscary, Maxime, et al.
Published: (2025)

A Doubly Stochastically Perturbed Algorithm for Linearly Constrained Bilevel Optimization
by: Khanduri, Prashant, et al.
Published: (2025)

Conditional Gradient Methods with Standard LMO for Stochastic Simple Bilevel Optimization
by: Giang-Tran, Khanh-Hung, et al.
Published: (2025)

Alternating Stochastic Variance-Reduced Algorithms with Optimal Complexity for Bilevel Optimization
by: Huo, Haimei, et al.
Published: (2024)

Transit Network Design with Two-Level Demand Uncertainties: A Machine Learning and Contextual Stochastic Optimization Framework
by: Guan, Hongzhao, et al.
Published: (2026)

Introduction to Mathematical Programming with Equilibrium Constraints (MPECs) and Bilevel Optimization
by: Wang, Louis Shuo
Published: (2026)

Machine Learning for K-adaptability in Two-stage Robust Optimization
by: Julien, Esther, et al.
Published: (2022)

On the Complexity of First-Order Methods in Stochastic Bilevel Optimization
by: Kwon, Jeongyeol, et al.
Published: (2024)

Bilevel Optimization and Heuristic Algorithms for Integrating Latent Demand into the Design of Large-Scale Transit Systems
by: Guan, Hongzhao, et al.
Published: (2022)

Prescriptive PCA: Dimensionality Reduction for Two-stage Stochastic Optimization
by: He, Long, et al.
Published: (2023)

Faster Gradient Methods for Highly-Smooth Stochastic Bilevel Optimization
by: Chen, Lesi, et al.
Published: (2025)

An Accelerated Algorithm for Stochastic Bilevel Optimization under Unbounded Smoothness
by: Gong, Xiaochuan, et al.
Published: (2024)

Uncertainty Quantification in Data-Driven Inverse Optimization via Bayesian Inference
by: Chan, Timothy C. Y., et al.
Published: (2026)

Enhanced Barrier-Smoothing Technique for Bilevel Optimization with Nonsmooth Mappings
by: Xu, Mengwei, et al.
Published: (2024)

SUN-DSBO: A Structured Unified Framework for Nonconvex Decentralized Stochastic Bilevel Optimization
by: Ma, Yaoshuai, et al.
Published: (2026)

Two-stage Distributionally Robust Optimization for Cross-dock Door Design
by: Escudero, Laureano F., et al.
Published: (2025)

Network Relaxations for Discrete Bilevel Optimization under Linear Interactions
by: Lozano, Leonardo, et al.
Published: (2024)

Learning Prosumer Behavior in Energy Communities: Integrating Bilevel Programming and Online Learning
by: Crowley, Bennevis, et al.
Published: (2025)

On Penalty Methods for Nonconvex Bilevel Optimization and First-Order Stochastic Approximation
by: Kwon, Jeongyeol, et al.
Published: (2023)

A Provably Convergent Plug-and-Play Framework for Stochastic Bilevel Optimization
by: Chu, Tianshu, et al.
Published: (2025)

Learning Risk Preferences in Markov Decision Processes: an Application to the Fourth Down Decision in the National Football League
by: Sandholtz, Nathan, et al.
Published: (2023)

Second-Order Bilevel Optimization with Accelerated Convergence Rates
by: Yang, Sheng, et al.
Published: (2026)

Distributed Bilevel Optimization with Communication Compression
by: He, Yutong, et al.
Published: (2024)

Optimal Zeroth-Order Bilevel Optimization
by: Aghasi, Alireza, et al.
Published: (2025)