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Alexandre Quemy

Two-stage optimization for machine learning workflow
2019 · Alexandre Quemy · Information Systems · 28
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ydata-profiling: Accelerating data-centric AI with high-quality data
2023 · Fabiana Clemente, Gonçalo Martins Ribeiro, et al. · Neurocomputing · 26
On Integrating and Classifying Legal Text Documents
2020 · Alexandre Quemy, Robert Wrembel · Lecture notes in computer science · 16
Data Pipeline Selection and Optimization.
2019 · Alexandre Quemy · Data Warehousing and OLAP · 11
ECHR-OD: On building an integrated open repository of legal documents for machine learning applications
2021 · Alexandre Quemy, Robert Wrembel · Information Systems · 8
Binary classification in unstructured space with hypergraph case-based reasoning
2019 · Alexandre Quemy · Information Systems · 7
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Artificial Intelligence and Fair Trial Rights
2023 · Helga Molbæk-Steensig, Alexandre Quemy · Oxford University Press eBooks · 6
Judicial Independence and Impartiality: Tenure Changes at the European Court of Human Rights
2023 · Helga Molbæk-Steensig, Alexandre Quemy · European Journal of International Law · 6
Case-Based and Quantum Classification for ERP-Based Brain–Computer Interfaces
2023 · Grégoire H. Cattan, Alexandre Quemy · Brain Sciences · 4
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GBEx - towards Graph-Based Explanations
2020 · Pawel Mroz, Alexandre Quemy, et al. · IEEE International Conference on Tools with Artificial Intelligence (ICTAI) · 3
European Court of Human Right Open Data project
2018 · Quemy, Alexandre · arXiv (Cornell University) · 3
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Data Science Techniques for Law and Justice: Current State of Research and Open Problems
2017 · Alexandre Quemy · Communications in computer and information science · 3
Unsupervised Video Semantic Partitioning Using IBM Watson and Topic Modelling.
2018 · Alexandre Quemy, Krzysztof Jamrog, et al. · EDBT/ICDT Workshops · 2
A large reproducible benchmark on text classification for the legal domain based on the ECHR-OD repository
2023 · Alexandre Quemy, Robert Wrembel, et al. · Information Systems · 1
First steps towards quantum machine learning applied to the classification of event-related potentials
2023 · Cattan, Grégoire, Quemy, Alexandre, et al. · arXiv (Cornell University) · 1
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Binary Classification With Hypergraph Case-Based Reasoning.
2018 · Alexandre Quemy · Data Warehousing and OLAP · 1
True Pareto Fronts for Multi-objective AI Planning Instances
2015 · Alexandre Quemy, Marc Schoenauer · Lecture notes in computer science · 1
Solving Large MultiZenoTravel Benchmarks with Divide-and-Evolve
2015 · Alexandre Quemy, Marc Schoenauer, et al. · Lecture notes in computer science · 1
Measuring Optimal Transport in Transformer Depth
2026 · Quemy, Alexandre · arXiv (Cornell University)
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A Hub of Short Rows Inflates Intrinsic Dimension Estimation of Token Embeddings
2026 · Quemy, Alexandre · arXiv (Cornell University)
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The Depth Flow of Token Representations Is Nonlinear and Does Not Descend Its Own Density
2026 · Quemy, Alexandre · arXiv (Cornell University)
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Function Lives Where Variance Doesn't: Task-Weighted Charts of a Language Model's Computation
2026 · Quemy, Alexandre · arXiv (Cornell University)
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Intrinsic Green's Learning: Supervised Learning on Manifolds via Inverse PDE
2026 · Quemy, Alexandre · arXiv (Cornell University)
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Riemannian Geometry for Pre-trained Language Model Embeddings
2026 · Szczepan Konior, Alexandre Quemy, et al.
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MultiZenoTravel: a Tunable Benchmark for Multi-Objective Planning with Known Pareto Front
2023 · Quemy, Alexandre, Schoenauer, Marc, et al. · arXiv (Cornell University)
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Works count: 28
Citation count: 128
H-index: 6
I10-index: 4
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