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Christophe Denis
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2020 – today
- 2024
- [j10]Christophe Denis, Mohamed Hebiri, Boris Ndjia Njike
, Xavier Siebert:
Active learning algorithm through the lens of rejection arguments. Mach. Learn. 113(2): 753-788 (2024) - 2022
- [j9]Julio José Cárdenas Chapellín, Christophe Denis, Hajar Mousannif, Christian Camerlynck, Nicolas Florsch
:
Magnetic anomalies characterization: Deep learning and explainability. Comput. Geosci. 169: 105227 (2022) - [j8]Christophe Denis, Franck Varenne
:
Interprétabilité et explicabilité de phénomènes prédits par de l'apprentissage machine. Rev. Ouverte Intell. Artif. 3(3-4): 287-310 (2022) - [j7]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): 47:1-47:16 (2022) - [c15]Christophe Denis, Charlotte Dion-Blanc, Laure Sansonnet:
Multiclass classification for Hawkes processes. UAI 2022: 539-547 - 2021
- [c14]Nestor Demeure, Cédric Chevalier, Christophe Denis, Pierre Dossantos-Uzarralde:
Tagged error: tracing numerical error through computations. ARITH 2021: 9-16 - [i5]Evgenii Chzhen
, Christophe Denis, Mohamed Hebiri, Titouan Lorieul
:
Set-valued classification - overview via a unified framework. CoRR abs/2102.12318 (2021) - 2020
- [c13]Evgenii Chzhen, Christophe Denis, Mohamed Hebiri, Luca Oneto, Massimiliano Pontil:
Fair regression with Wasserstein barycenters. NeurIPS 2020 - [c12]Evgenii Chzhen, Christophe Denis, Mohamed Hebiri, Luca Oneto, Massimiliano Pontil:
Fair regression via plug-in estimator and recalibration with statistical guarantees. NeurIPS 2020 - [c11]Ahmed Zaoui, Christophe Denis, Mohamed Hebiri:
Regression with reject option and application to kNN. NeurIPS 2020 - [i4]Evgenii Chzhen
, Christophe Denis, Mohamed Hebiri, Luca Oneto, Massimiliano Pontil:
Fair Regression with Wasserstein Barycenters. CoRR abs/2006.07286 (2020) - [i3]Christophe Denis, Mohamed Hebiri, Ahmed Zaoui:
Regression with reject option and application to kNN. CoRR abs/2006.16597 (2020)
2010 – 2019
- 2019
- [c10]Jean Pourroy, Patrick Demichel, Christophe Denis:
Assembly micro-benchmark generator for characterizing Floating Point Units. HPCS 2019: 407-415 - [c9]Evgenii Chzhen, Christophe Denis, Mohamed Hebiri, Luca Oneto, Massimiliano Pontil:
Leveraging Labeled and Unlabeled Data for Consistent Fair Binary Classification. NeurIPS 2019: 12739-12750 - 2017
- [j6]Christophe Denis, Mohamed Hebiri:
Confidence Sets with Expected Sizes for Multiclass Classification. J. Mach. Learn. Res. 18: 102:1-102:28 (2017) - [i2]Evgenii Chzhen, Christophe Denis, Mohamed Hebiri, Joseph Salmon:
On the benefits of output sparsity for multi-label classification. CoRR abs/1703.04697 (2017) - 2016
- [c8]Christophe Denis, Pablo de Oliveira Castro
, Eric Petit:
Verificarlo: Checking Floating Point Accuracy through Monte Carlo Arithmetic. ARITH 2016: 55-62 - [c7]Philippe Langlois, Rafife Nheili, Christophe Denis:
Recovering Numerical Reproducibility in Hydrodynamic Simulations. ARITH 2016: 63-70 - 2015
- [c6]Philippe Langlois, Rafife Nheili, Christophe Denis:
Numerical reproducibility: Feasibility issues. NTMS 2015: 1-5 - [c5]Christophe Denis, Mohamed Hebiri:
Confidence Sets for Classification. SLDS 2015: 301-312 - [i1]Christophe Denis, Pablo de Oliveira Castro, Eric Petit:
Verificarlo: checking floating point accuracy through Monte Carlo Arithmetic. CoRR abs/1509.01347 (2015) - 2014
- [c4]Christophe Denis:
Numerical Verification of Large Scale CFD Simulations: One Way to Prepare the Exascale Challenge. HPCC/CSS/ICESS 2014: 1255-1258 - 2013
- [j5]Séthy Montan, Christophe Denis, Jean Marie Chesneaux, Jean Luc Lamotte:
Efficient Matrix Multiplication Based on Discrete Stochastic Arithmetic. Reliab. Comput. 19(4): 398-416 (2013) - 2012
- [j4]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): 1517-1532 (2012)
2000 – 2009
- 2009
- [j3]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): 2424-2449 (2009) - [c3]Christophe Denis:
Numerical Health Check of Industrial Simulation Codes from HPC Environments to New Hardware Technologies. PPAM (2) 2009: 330-339 - 2008
- [j2]Raphaël Couturier
, Christophe Denis, Fabienne Jézéquel:
GREMLINS: a large sparse linear solver for grid environment. Parallel Comput. 34(6-8): 380-391 (2008) - 2007
- [j1]N. Stanley Scott, Fabienne Jézéquel, Christophe Denis, Jean Marie Chesneaux:
Numerical 'health check' for scientific codes: the CADNA approach. Comput. Phys. Commun. 176(8): 507-521 (2007) - 2005
- [c2]Christophe Denis, Jean-Paul Boufflet, Piotr Breitkopf
:
A Load Balancing Method for a Parallel Application Based on a Domain Decomposition. IPDPS 2005 - 2004
- [c1]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: 163-170
Coauthor Index
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last updated on 2024-07-19 19:19 CEST by the dblp team
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