conftrace_

data-driven optimization

9 papers

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Also known as

DDO

Co-occurring keywords · papers mentioning both

regret bound (2) functional graphical model (1) structure inference (1) tail bound (1) price of anarchy (1) operations management (1) model inversion (1) offline data (1) high-dimensional input (1) data-dependent bound (1)

Papers

Dissecting the Impact of Model Misspecification in Data-Driven Optimization AISTATS 2025 Functional Graphical Models: Structure Enables Offline Data-Driven Optimization AISTATS 2024 Light-MILPopt: Solving Large-scale Mixed Integer Linear Programs with Lightweight Optimizer and Small-scale Training Dataset ICLR 2024 Explainable Data-Driven Optimization: From Context to Decision and Back Again ICML 2023 POLYCORN: Data-driven Cross-layer Multipath Networking for High-speed Railway through Composable Schedulerlets NSDI 2023 Data-Driven Conditional Robust Optimization NeurIPS 2022 Model Inversion Networks for Model-Based Optimization NeurIPS 2020 Optimizing Interactive Systems with Data-Driven Objectives IJCAI 2019 Welfare Guarantees from Data NeurIPS 2017