From Predictions To Decisions: Limitations And Possibilities Of Optimization From Samples

From Predictions to Decisions: Limitations and Possibilities of Optimization from Samples

Simons Institute

Some Limitations and Possibilities Toward Data-Driven Optimization

Microsoft Research

Yaron Singer (Harvard) -- From predictions to decisions

Predictions for Better Decisions: Towards Integrated Prediction and Optimization | Emma Frejinger

Applied Machine Learning Days

CPAIOR24 Keynote: Decision-Focused Learning: Foundations, State of Art, Benchmarking & Opportunities

How AI Could Empower Any Business | Andrew Ng | TED

TED

What Is Decision Optimization?

FICO

Combining Optimization with Machine Learning for Better Decisions -- Part One

Gurobi Optimization

How Large Language Models Work

Optimization from Structured Samples for Coverage and Influence Functions

Microsoft Research

Making better decisions with mathematical optimization – Fabricio Oliveira

Aalto University

What is Time Series Analysis?

Approximation Algorithms for Optimization under Uncertainty

Simons Institute

Convex Optimization - Stephen Boyd, Professor, Stanford University

Decision Tree Classification Clearly Explained!

Normalized Nerd

[CPSC 340] Thinking about Optimization

The Power of Predictions in Online Optimization

Simons Institute