Christophe Denis

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 18

Top Topics

Top Venues

Publications

Christophe Denis, Mohamed Hebiri, Boris Ndjia Njike, Xavier Siebert
Active learning algorithm through the lens of rejection arguments. Mach. Learn. 113 (2) (2024)
Nestor Demeure, Cédric Chevalier, Christophe Denis, Pierre Dossantos-Uzarralde
Algorithm 1029: Encapsulated Error, a Direct Approach to Evaluate Floating-Point Accuracy. ACM Trans. Math. Softw. 48 (4) (2022)
Christophe Denis, Franck Varenne
Interprétabilité et explicabilité de phénomènes prédits par de l'apprentissage machine. ROIA 3 (3-4) (2022)
Julio José Cárdenas Chapellín, Christophe Denis, Hajar Mousannif, Christian Camerlynck, Nicolas Florsch
Magnetic anomalies characterization: Deep learning and explainability. Comput. Geosci. 169 (2022)
Christophe Denis, Charlotte Dion-Blanc, Laure Sansonnet
Multiclass classification for Hawkes processes. UAI (2022)
Nestor Demeure, Cédric Chevalier, Christophe Denis, Pierre Dossantos-Uzarralde
Tagged error: tracing numerical error through computations. ARITH (2021)
Evgenii Chzhen, Christophe Denis, Mohamed Hebiri, Titouan Lorieul
Set-valued classification - overview via a unified framework. CoRR (2021)
Christophe Denis, Mohamed Hebiri, Ahmed Zaoui
Regression with reject option and application to kNN. CoRR (2020)
Evgenii Chzhen, Christophe Denis, Mohamed Hebiri, Luca Oneto, Massimiliano Pontil
Fair regression via plug-in estimator and recalibration with statistical guarantees. NeurIPS (2020)
Ahmed Zaoui, Christophe Denis, Mohamed Hebiri
Regression with reject option and application to kNN. NeurIPS (2020)
Evgenii Chzhen, Christophe Denis, Mohamed Hebiri, Luca Oneto, Massimiliano Pontil
Fair Regression with Wasserstein Barycenters. CoRR (2020)
Evgenii Chzhen, Christophe Denis, Mohamed Hebiri, Luca Oneto, Massimiliano Pontil
Fair regression with Wasserstein barycenters. NeurIPS (2020)
Evgenii Chzhen, Christophe Denis, Mohamed Hebiri, Luca Oneto, Massimiliano Pontil
Leveraging Labeled and Unlabeled Data for Consistent Fair Binary Classification. NeurIPS (2019)
Jean Pourroy, Patrick Demichel, Christophe Denis
Assembly micro-benchmark generator for characterizing Floating Point Units. HPCS (2019)
Evgenii Chzhen, Christophe Denis, Mohamed Hebiri, Joseph Salmon
On the benefits of output sparsity for multi-label classification. CoRR (2017)
Christophe Denis, Mohamed Hebiri
Confidence Sets with Expected Sizes for Multiclass Classification. J. Mach. Learn. Res. 18 (2017)
Christophe Denis, Pablo de Oliveira Castro, Eric Petit
Verificarlo: Checking Floating Point Accuracy through Monte Carlo Arithmetic. ARITH (2016)
Philippe Langlois, Rafife Nheili, Christophe Denis
Recovering Numerical Reproducibility in Hydrodynamic Simulations. ARITH (2016)
Philippe Langlois, Rafife Nheili, Christophe Denis
Numerical reproducibility: Feasibility issues. NTMS (2015)
Christophe Denis, Pablo de Oliveira Castro, Eric Petit
Verificarlo: checking floating point accuracy through Monte Carlo Arithmetic. CoRR (2015)
Christophe Denis, Mohamed Hebiri
Confidence Sets for Classification. SLDS (2015)
Christophe Denis
Numerical Verification of Large Scale CFD Simulations: One Way to Prepare the Exascale Challenge. HPCC/CSS/ICESS (2014)
Séthy Montan, Christophe Denis, Jean Marie Chesneaux, Jean Luc Lamotte
Efficient Matrix Multiplication Based on Discrete Stochastic Arithmetic. Reliab. Comput. 19 (4) (2013)
Fabienne Jézéquel, Raphaël Couturier, Christophe Denis
Solving large sparse linear systems in a grid environment: the GREMLINS code versus the PETSc library. J. Supercomput. 59 (3) (2012)
N. Stanley Scott, M. Penny Scott, Phil G. Burke, Timothy Stitt, V. Faro-Maza, Christophe Denis, A. Maniopoulou
2DRMP: A suite of two-dimensional R-matrix propagation codes. Comput. Phys. Commun. 180 (12) (2009)
Christophe Denis
Numerical Health Check of Industrial Simulation Codes from HPC Environments to New Hardware Technologies. PPAM (2) (2009)
Raphaël Couturier, Christophe Denis, Fabienne Jézéquel
GREMLINS: a large sparse linear solver for grid environment. Parallel Comput. 34 (6-8) (2008)
N. Stanley Scott, Fabienne Jézéquel, Christophe Denis, Jean Marie Chesneaux
Numerical 'health check' for scientific codes: the CADNA approach. Comput. Phys. Commun. 176 (8) (2007)
Christophe Denis, Jean Paul Boufflet, Piotr Breitkopf
A Load Balancing Method for a Parallel Application Based on a Domain Decomposition. IPDPS (2005)
Christophe Denis, Jean Paul Boufflet, Piotr Breitkopf, Michel Vayssade, Barbara Glut
Load Balancing Issues for a Multiple Front Method. International Conference on Computational Science (2004)