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Blog

Optimal Transport on Categorical Data for Counterfactuals using Compositional Data and Dirichlet Transport

optimal transport

compositional data

fairness

arxiv

working paper

Arthur

Agathe

Our working paper titled Optimal Transport on Categorical Data for Counterfactuals using Compositional Data and Dirichlet Transport, co-authored with Agathe Fernandes Machado…

Exposé : Mathematics Meets Morality: Fairness Through a Mathematical Lens

Conference

SUMM

algorithmic fairness

fairness

Agathe

Arthur

Marouane

Ana María

L’édition 2025 du SUMM (Les séminaires universitaires en mathématiques à Montréal) se tiendra du 10 au 12 janvier 2025 à l’Université de Montréal. Ces séminaires sont…

Sequential Conditional (Marginally Optimal) Transport on Probabilistic Graphs for Interpretable Counterfactual Fairness

fairness

optimal transport

causality

paper

Arthur

Agathe

Our paper titled Sequential Conditional (Marginally Optimal) Transport on Probabilistic Graphs for Interpretable Counterfactual Fairness, co-authored with Agathe Fernandes…

The Imaginary Healthy Patient

health economics

mental health

machine learning

revue d’économie politique

publication

Pierre

Alain

Amady

Our paper titled The Imaginary Healthy Patient, co-authored with Amady Seydou Ba, Pierre Michel and Alain Paraponaris, has been accepted for publication in the special issue…

The Dynamic Effects of Weather Shocks on Agricultural Production

weather

weather shocks

economics

local projections

article

Gauthier

Cédric

Our paper titled The Dynamic Effects of Weather Shocks on Agricultural Production, co-authored with Cédric Crofils and Gauthier Vermandel, has been accepted for publication…

Post-Calibration Techniques: Balancing Calibration and Score Distribution Alignment

calibration

machine learning

ensemble methods

neurIPS

workshop

presentation

paper

Arthur

Agathe

Our paper titled Sequential Conditional (Marginally Optimal) Transport on Probabilistic Graphs for Interpretable Counterfactual Fairness, co-authored with Agathe Fernandes…

Probabilistic Scores of Classifiers, Calibration is not Enough

calibration

classification

trees

machine learning

arxiv

working paper

Agathe

Arthur

François

Emmanuel

With Agathe Fernandes Machado, Arthur Charpentier, François Hu and Emmanuel Flachaire, we have uploaded our new working paper on arXiv : https://arxiv.org/abs/2408.03421

Croissance, décroissance, de quoi parle-t-on ?

economics

risques

article

Arthur

Notre billet sur la croissance économique rédigé avec Arthur Charpentier a été mis en forme dans le revue Risques.

Sequential Conditional (Marginally Optimal) Transport on Probabilistic Graphs for Interpretable Counterfactual Fairness

fairness

optimal transport

counterfactual

machine learning

arxiv

working paper

Agathe

Arthur

With Agathe Fernandes Machado and Arthur Charpentier, we have uploaded our new working paper on arXiv : https://arxiv.org/abs/2408.03425

The Dynamic Effects of Weather Shocks on Agricultural Production

weather shocks

environmental economics

agriculture

local projections

VAR

HAL

working paper

Cédric

Gauthier

The new version of our article The Dynamic Effects of Weather Shocks on Agricultural Production co-authored with Cédric Crofils and Gauthier Vermandel is available on HAL : h…

Exposé : Association canadienne d’économique (CEA 2024)

Conference

CEA

Toronto

Calibration

Agathe

Arthur

Emmanuel

François

Le 58e congrès annuel de l’Association Canadienne d’Économique a lieu en présentiel du 30 mai au 1er juin 2024, à Toronto, à la Toronto Metropolitan University.

Exposé : 63e congrès annuel de la Société canadienne de science économique (SCSE)

Conference

SCSE

Montréal

Québec

UQÀM

HEC

Weather

Cédric

Gauthier

Calibration

Agathe

Arthur

Emmanuel

François

Le 63e congrès annuel de la Société canadienne de sciences économiques (SCSE) se déroule ces 15, 16 et 17 mai 2024 à Montréal, au HEC Montréal.

Exposé : Séminaire de Statistique (STATQAM)

Seminar

STATQAM

Montréal

Québec

UQÀM

Calibration

Classification

Tree

Machine Learning

Arthur

Agathe

François

Emmanuel

I am delighted to be invited to present our recent work with Agathe Fernandes Machado, Arthur Charpentier, François Hu and Emmanuel Flachaire at the StatQAM statistical…

Impact of socioeconomic determinants on the speed of epidemic diseases: a comparative analysis

public health

covid

panel

article

Oxford Economic Papers

Pierre

Gilles

Norgile

Séqui

Iness

Our new article, co-authored with Gilles Dufrénot, Pierre Michel, and three interns, Norgile Midopkè Bonou, Ségui Gnaba and Iness Slaoui who provided a very good assistance…

From Uncertainty to Precision: Enhancing Binary Classifier Performance through Calibration

calibration

classification

trees

machine learning

arxiv

working paper

Agathe

Arthur

François

Emmanuel

With Agathe Fernandes Machado, Arthur Charpentier, François Hu and Emmanuel Flachaire, we have uploaded our new working paper on arXiv : https://arxiv.org/abs/2402.07790

The Dynamic Effects of Weather Shocks on Agricultural Production

weather shocks

environmental economics

agriculture

local projections

VAR

HAL

working paper

Cédric

Gauthier

With Cédric Crofils and Gauthier Vermandel, we have uploaded our new working paper on HAL : https://hal.science/halshs-04443037

Geospatial Disparities: A Case Study on Real Estate Prices in Paris

calibration

fairness

arxiv

working paper

Agathe

Arthur

François

Philipp

With Agathe Fernandes Machado, Arthur Charpentier, François Hu and Philipp Ratz, we have uploaded our new working paper on arXiv : https://arxiv.org/abs/2401.16197

Welcome To My Blog

news

Welcome to my new blog. I would like to post here some content related to my research.