conftrace_

data-driven optimization

7 papers

Explore in graph

Also known as

DDO

Co-occurring keywords

functional graphical model (4) structure inference (8) price of anarchy (37) operations management (1) model inversion (31) offline datum (15) high-dimensional input (2) data-dependent bound (2) data-driven decision-making (3) model inversion network (1)

Papers

Functional Graphical Models: Structure Enables Offline Data-Driven Optimization AISTATS 2024
POLYCORN: Data-driven Cross-layer Multipath Networking for High-speed Railway through Composable Schedulerlets NSDI 2023
Explainable Data-Driven Optimization: From Context to Decision and Back Again ICML 2023
Data-Driven Conditional Robust Optimization NIPS 2022
Model Inversion Networks for Model-Based Optimization NIPS 2020
Optimizing Interactive Systems with Data-Driven Objectives IJCAI 2019
Welfare Guarantees from Data NIPS 2017