Search Results for author: Alexandre Quemy

Found 6 papers, 2 papers with code

MultiZenoTravel: a Tunable Benchmark for Multi-Objective Planning with Known Pareto Front

no code implementations28 Apr 2023 Alexandre Quemy, Marc Schoenauer, Johann Dreo

Multi-objective AI planning suffers from a lack of benchmarks exhibiting known Pareto Fronts.

First steps towards quantum machine learning applied to the classification of event-related potentials

no code implementations6 Feb 2023 Grégoire Cattan, Alexandre Quemy, Anton Andreev

This result shows that the classifier was able to learn from EEG data, but that more research is required to obtain higher predicting accuracy.

EEG Quantum Machine Learning

Two-stage Optimization for Machine Learning Workflow

1 code implementation1 Jul 2019 Alexandre Quemy

For a broader adoption and scalability of machine learning systems, the construction and configuration of machine learning workflow need to gain in automation.

AutoML BIG-bench Machine Learning +2

European Court of Human Right Open Data project

no code implementations7 Oct 2018 Alexandre Quemy

This paper presents thirteen datasets for binary, multiclass and multilabel classification based on the European Court of Human Rights judgments since its creation.

Binary Classification in Unstructured Space With Hypergraph Case-Based Reasoning

1 code implementation16 Jun 2018 Alexandre Quemy

For each class, a seminorm over the training set partition is learnt to represent the distribution of evidence supporting this class.

Binary Classification Classification +2

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