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  • Executing Closed-Loop Scenario Simulations via a Mine-to-Mill AI Platform: Isolating engineering activities into separate planning ...
  • This is the video presented at SIGMOD 2022 for the paper "End-to-end
  • The 2016 ACM SIGecom Doctoral Dissertation Award Talk at the 18th ACM Conference on Economics and Computation (EC'17), ...
  • CPAIOR 2022 master class by Paul Grigas. Talk abstract: In the

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Link to paper: Authors: Adam N. Elmachtoub and Paul Grigas. Big data provides new opportunities to tackle one of the main difficulties in decision-making systems – uncertain behavior ... ... question uh so basically you come with a methodology that is doing so this Learning Surrogate Loss Functions for Predict Then Optimize Problems

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Smart "Predict, then Optimize"
Integration of Prediction and Optimization with Applications in Operations Management
ACP Summer School 2023: "Predict-then-optimize" by Elias Khalil
Lui Gradient based smart predict then optimize framework aircraft arrival scheduling problem in term
Learning Surrogate Loss Functions for Predict Then Optimize Problems
Why predict-then-optimize and end-to-end learning won't fix your optimization under uncertainty.
Design, Predict, Asses, & Optimize
End-to-end Optimization of Machine Learning Prediction Queries (SIGMOD 2022)
Integration of Prediction and Optimization with Applications in Operations Management
Offline and Online Learning and Decision-Making in the Predict-then-Optimize Setting
Optimisation vs prediction (part 1): Main differences and when to use them
EC'17: Prediction and Optimization in School Choice
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Smart "Predict, then Optimize"

Smart "Predict, then Optimize"

Link to paper: https://arxiv.org/abs/1710.08005 Authors: Adam N. Elmachtoub and Paul Grigas.

Integration of Prediction and Optimization with Applications in Operations Management

Integration of Prediction and Optimization with Applications in Operations Management

Big data provides new opportunities to tackle one of the main difficulties in decision-making systems – uncertain behavior ...

ACP Summer School 2023: "Predict-then-optimize" by Elias Khalil

ACP Summer School 2023: "Predict-then-optimize" by Elias Khalil

Full title: "

Lui Gradient based smart predict then optimize framework aircraft arrival scheduling problem in term

Lui Gradient based smart predict then optimize framework aircraft arrival scheduling problem in term

... question uh so basically you come with a methodology that is doing so this

Learning Surrogate Loss Functions for Predict Then Optimize Problems

Learning Surrogate Loss Functions for Predict Then Optimize Problems

Learning Surrogate Loss Functions for Predict Then Optimize Problems

Why predict-then-optimize and end-to-end learning won't fix your optimization under uncertainty.

Why predict-then-optimize and end-to-end learning won't fix your optimization under uncertainty.

00:00 - The ML-OR Disconnect 06:20 - Scenario Planning 15:03 -

Design, Predict, Asses, & Optimize

Design, Predict, Asses, & Optimize

Executing Closed-Loop Scenario Simulations via a Mine-to-Mill AI Platform: Isolating engineering activities into separate planning ...

End-to-end Optimization of Machine Learning Prediction Queries (SIGMOD 2022)

End-to-end Optimization of Machine Learning Prediction Queries (SIGMOD 2022)

This is the video presented at SIGMOD 2022 for the paper "End-to-end

Integration of Prediction and Optimization with Applications in Operations Management

Integration of Prediction and Optimization with Applications in Operations Management

Big data provides new opportunities to tackle one of the main difficulties in decision-making systems – uncertain behavior ...

Offline and Online Learning and Decision-Making in the Predict-then-Optimize Setting

Offline and Online Learning and Decision-Making in the Predict-then-Optimize Setting

In the

Optimisation vs prediction (part 1): Main differences and when to use them

Optimisation vs prediction (part 1): Main differences and when to use them

Optimisation

EC'17: Prediction and Optimization in School Choice

EC'17: Prediction and Optimization in School Choice

The 2016 ACM SIGecom Doctoral Dissertation Award Talk at the 18th ACM Conference on Economics and Computation (EC'17), ...

CPAIOR 2022: Learning, Optimization, and Generalization in the Predict-then-Optimize Setting

CPAIOR 2022: Learning, Optimization, and Generalization in the Predict-then-Optimize Setting

CPAIOR 2022 master class by Paul Grigas. Talk abstract: In the

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