Harmonizing SAA and DRO
Fuente:
arXiv
Saved in:
| Main Authors: | Jin, Ziliang, Cheng, Jianqiang, Long, Daniel Zhuoyu, Pan, Kai |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
From Optimization to Satisficing: Robust Screening under Distributional Ambiguity
by: Ma, Shumin, et al.
Published: (2026)
by: Ma, Shumin, et al.
Published: (2026)
Asymptotically Optimal Distributionally Robust Solutions through Forecasting and Operations Decentralization
by: Lin, Yue, et al.
Published: (2024)
by: Lin, Yue, et al.
Published: (2024)
Smoothing-Enabled Randomized Stochastic Gradient Schemes for Solving Nonconvex Nonsmooth Potential Games under Uncertainty
by: Xiao, Zhuoyu
Published: (2026)
by: Xiao, Zhuoyu
Published: (2026)
Tractable reformulations of DRO problems over structured optimal transport ambiguity sets
by: Chaouach, Lotfi M., et al.
Published: (2025)
by: Chaouach, Lotfi M., et al.
Published: (2025)
Uniform exponential convergence of SAA with AMIS and asymptotics of its optimal value
by: Zhang, Wenjin, et al.
Published: (2024)
by: Zhang, Wenjin, et al.
Published: (2024)
Fragility-aware Classification for Understanding Risk and Improving Generalization
by: Yang, Chen, et al.
Published: (2025)
by: Yang, Chen, et al.
Published: (2025)
Selective Ambulance Dispatch Under Contextual Travel-Time Uncertainty
by: Lin, Zikun, et al.
Published: (2026)
by: Lin, Zikun, et al.
Published: (2026)
Computing Equilibria in Stochastic Nonconvex and Non-monotone Games via Gradient-Response Schemes
by: Xiao, Zhuoyu, et al.
Published: (2025)
by: Xiao, Zhuoyu, et al.
Published: (2025)
Equilibrium Invariance, Proximality, and Surrogation: Moreau-Smoothed Best-Response Pathways in Stochastic Nonsmooth Games
by: Xiao, Zhuoyu, et al.
Published: (2026)
by: Xiao, Zhuoyu, et al.
Published: (2026)
Robust Learning of a Group DRO Neuron
by: Cao, Guyang, et al.
Published: (2026)
by: Cao, Guyang, et al.
Published: (2026)
To Cool or not to Cool? Temperature Network Meets Large Foundation Models via DRO
by: Qiu, Zi-Hao, et al.
Published: (2024)
by: Qiu, Zi-Hao, et al.
Published: (2024)
Consistent inverse optimal control for discrete-time nonlinear stochastic systems
by: Wang, Ziliang, et al.
Published: (2025)
by: Wang, Ziliang, et al.
Published: (2025)
Consistent inverse optimal control for infinite time-horizon discounted nonlinear systems under noisy observations
by: Wang, Ziliang, et al.
Published: (2026)
by: Wang, Ziliang, et al.
Published: (2026)
Quantifying Non-linearity in Topology Optimization with similarity based Visualization
by: Wang, Ziliang, et al.
Published: (2026)
by: Wang, Ziliang, et al.
Published: (2026)
Reach-Avoid Model Predictive Control with Guaranteed Recursive Feasibility via Input Constrained Backstepping
by: Ding, Jianqiang, et al.
Published: (2026)
by: Ding, Jianqiang, et al.
Published: (2026)
Harmonic Hierarchies for Polynomial Optimization
by: Cristancho, Sergio, et al.
Published: (2022)
by: Cristancho, Sergio, et al.
Published: (2022)
De-singularity Subgradient for the $q$-th-Powered $\ell_p$-Norm Weber Location Problem
by: Lai, Zhao-Rong, et al.
Published: (2024)
by: Lai, Zhao-Rong, et al.
Published: (2024)
A Polyhedral Study on Unit Commitment with a Single Type of Binary Variables
by: Tian, Bin, et al.
Published: (2026)
by: Tian, Bin, et al.
Published: (2026)
Bounding the Minimal Current Harmonic Distortion in Optimal Modulation of Single-Phase Power Converters
by: Miller, Jared, et al.
Published: (2025)
by: Miller, Jared, et al.
Published: (2025)
Uncertainty Quantification of Spectral Estimator and MLE for Orthogonal Group Synchronization
by: Zhong, Ziliang Samuel, et al.
Published: (2024)
by: Zhong, Ziliang Samuel, et al.
Published: (2024)
Controlling the Rates of a Chain of Harmonic Oscillators with a Point Langevin Thermostat
by: Hannani, Amirali, et al.
Published: (2024)
by: Hannani, Amirali, et al.
Published: (2024)
Harmonic Cancellation in Multi-Electrolyzer P2H Plants via Phasor-Modulated Production Scheduling
by: Zeng, Yangjun, et al.
Published: (2025)
by: Zeng, Yangjun, et al.
Published: (2025)
Neural-NPV Control: Learning Parameter-Dependent Controllers and Lyapunov Functions with Neural Networks
by: Niloy, MD Abul Kashem, et al.
Published: (2026)
by: Niloy, MD Abul Kashem, et al.
Published: (2026)
Effective Second-Harmonic Generation Coefficient and C-eigenvalue of Nonlinear Susceptibility Tensors
by: Xiao, Die, et al.
Published: (2026)
by: Xiao, Die, et al.
Published: (2026)
Observer design and boundary output feedback stabilization for semilinear parabolic system over general multidimensional domain
by: Liu, Kai, et al.
Published: (2026)
by: Liu, Kai, et al.
Published: (2026)
Privacy-Preserving Uncertainty Disclosure for Facilitating Enhanced Energy Storage Dispatch
by: Qi, Ning, et al.
Published: (2025)
by: Qi, Ning, et al.
Published: (2025)
Projection-based Prediction-Correction Method for Distributed Consensus Optimization
by: Long, Han
Published: (2023)
by: Long, Han
Published: (2023)
Parameter-Dependent Control Lyapunov Functions for Stabilizing Nonlinear Parameter-Varying Systems
by: Zhao, Pan
Published: (2025)
by: Zhao, Pan
Published: (2025)
Smart energy management: process structure-based hybrid neural networks for optimal scheduling and economic predictive control in integrated systems
by: Wu, Long, et al.
Published: (2024)
by: Wu, Long, et al.
Published: (2024)
Dual Hierarchical Least-Squares Programming with Equality Constraints
by: Pfeiffer, Kai
Published: (2025)
by: Pfeiffer, Kai
Published: (2025)
Spherical Harmonic Optimal Transport: Application to Climate Models Comparisons
by: Houédry, Pierre, et al.
Published: (2026)
by: Houédry, Pierre, et al.
Published: (2026)
Stability and Generalization for Stochastic Recursive Momentum-based Algorithms for (Strongly-)Convex One to $K$-Level Stochastic Optimizations
by: Pan, Xiaokang, et al.
Published: (2024)
by: Pan, Xiaokang, et al.
Published: (2024)
A method to determine the minimal null control time of 1D linear hyperbolic balance laws
by: Hu, Long, et al.
Published: (2025)
by: Hu, Long, et al.
Published: (2025)
HNAG$^{++}$: An Accelerated Gradient Method with a Refined Asymptotic Rate for Strongly Convex Optimization
by: Chen, Long, et al.
Published: (2025)
by: Chen, Long, et al.
Published: (2025)
Accelerated Over-Relaxation Heavy-Ball Method: Achieving Global Accelerated Convergence with Broad Generalization
by: Wei, Jingrong, et al.
Published: (2024)
by: Wei, Jingrong, et al.
Published: (2024)
Adaptive Accelerated Gradient Descent Methods for Convex Optimization
by: Xu, Zeyi, et al.
Published: (2026)
by: Xu, Zeyi, et al.
Published: (2026)
Accelerating Sinkhorn for Entropy-Regularized Optimal Transport
by: Xu, Zeyi, et al.
Published: (2026)
by: Xu, Zeyi, et al.
Published: (2026)
On the Convergence Rate of the One-Hop Transfer Algorithm
by: Jiang, Ruichao, et al.
Published: (2026)
by: Jiang, Ruichao, et al.
Published: (2026)
Risk-Aware Security-Constrained Unit Commitment: Taming the Curse of Real-Time Volatility and Consumer Exposure
by: Bienstock, Daniel, et al.
Published: (2023)
by: Bienstock, Daniel, et al.
Published: (2023)
Convergence analysis of nonmonotone proximal gradient methods under local Lipschitz continuity and Kurdyka--Łojasiewicz property
by: Jia, Xiaoxi, et al.
Published: (2024)
by: Jia, Xiaoxi, et al.
Published: (2024)
Similar Items
-
From Optimization to Satisficing: Robust Screening under Distributional Ambiguity
by: Ma, Shumin, et al.
Published: (2026) -
Asymptotically Optimal Distributionally Robust Solutions through Forecasting and Operations Decentralization
by: Lin, Yue, et al.
Published: (2024) -
Smoothing-Enabled Randomized Stochastic Gradient Schemes for Solving Nonconvex Nonsmooth Potential Games under Uncertainty
by: Xiao, Zhuoyu
Published: (2026) -
Tractable reformulations of DRO problems over structured optimal transport ambiguity sets
by: Chaouach, Lotfi M., et al.
Published: (2025) -
Uniform exponential convergence of SAA with AMIS and asymptotics of its optimal value
by: Zhang, Wenjin, et al.
Published: (2024)