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Maxime Mulamba

2 accepted papers

2023

Sudoku Assistant – an AI-Powered App to Help Solve Pen-and-Paper Sudokus

AAAI 2023technical

The Sudoku Assistant app is an AI assistant that uses a combination of machine learning and constraint programming techniques, to interpret and explain a pen-and-paper Sudoku scanned with a smartphone. Although the demo is about Sudoku, the underlying techniques are equally applicable to other const…

Cited by 3SourcePDFScholar
2021

Contrastive Losses and Solution Caching for Predict-and-Optimize

IJCAI 2021poster

Many decision-making processes involve solving a combinatorial optimization problem with uncertain input that can be estimated from historic data. Recently, problems in this class have been successfully addressed via end-to-end learning approaches, which rely on solving one optimization problem for…