Qihang Lin

13 catalog papers. Identity-linked publications and additional name matches are distinguished below.

ORCID: 0000-0003-2943-3267

Tippie College of Business, University of Iowa, Iowa City, Iowa 52242

Publications

• Self-Guided Approximate Linear Programs: Randomized Multi-Shot Approximation of Discounted Cost Markov Decision Processes — Management Science 2025
• An Adaptive Parameter-free and Projection-free Restarting Level Set Method for Constrained Convex Optimization Under the Error Bound Condition — Journal of Machine Learning Research 2025 (name-matched, not ORCID-linked)
• Hybrid Predictive Models: When an Interpretable Model Collaborates with a Black-box Model — Journal of Machine Learning Research 2021 (name-matched, not ORCID-linked)
• First-order Convergence Theory for Weakly-Convex-Weakly-Concave Min-max Problems — Journal of Machine Learning Research 2021 (name-matched, not ORCID-linked)
• A Data Efficient and Feasible Level Set Method for Stochastic Convex Optimization with Expectation Constraints — Journal of Machine Learning Research 2020 (name-matched, not ORCID-linked)
• On Degrees of Freedom of Projection Estimators With Applications to Multivariate Nonparametric Regression — Journal of the American Statistical Association 2020
• Revisiting Approximate Linear Programming: Constraint-Violation Learning with Applications to Inventory Control and Energy Storage — Management Science 2020
• DSCOVR: Randomized Primal-Dual Block Coordinate Algorithms for Asynchronous Distributed Optimization — Journal of Machine Learning Research 2019 (name-matched, not ORCID-linked)
• RSG: Beating Subgradient Method without Smoothness and Strong Convexity — Journal of Machine Learning Research 2018 (name-matched, not ORCID-linked)
• Distributed Stochastic Variance Reduced Gradient Methods by Sampling Extra Data with Replacement — Journal of Machine Learning Research 2017 (name-matched, not ORCID-linked)
• Bayesian Decision Process for Cost-Efficient Dynamic Ranking via Crowdsourcing — Journal of Machine Learning Research 2016 (name-matched, not ORCID-linked)
• Statistical Decision Making for Optimal Budget Allocation in Crowd Labeling — Journal of Machine Learning Research 2015 (name-matched, not ORCID-linked)
• Smoothing proximal gradient method for general structured sparse regression — The Annals of Applied Statistics 2012