Guillaume Kon Kam King

Publications

Article dans une revue (18)

Species sensitivity distribution revisited: a Bayesian nonparametric approach Louise Alamichel,Julyan Arbel,Guillaume Kon Kam King,Igor Prünster Journal of the Royal Statistical Society: Series C Applied Statistics, 2026, ⟨10.1093/jrsssc/qlag007⟩ Article dans une revue hal-05541245v1
The mutational landscape of Bacillus subtilis conditional hypermutators shows how proofreading skews DNA polymerase error rates Ira Tanneur,Etienne Dervyn,Cyprien Guérin,Guillaume Kon Kam King,Matthieu Juleset al. Nucleic Acids Research, 2025, 53 (5), pp.gkaf147. ⟨10.1093/nar/gkaf147⟩ Article dans une revue hal-04986201v1
Approximate filtering via discrete dual processes Guillaume Kon Kam King,Andrea Pandolfi,Marco Piretto,Matteo Ruggiero Stochastic Processes and their Applications, In press, 168, pp.104268. ⟨10.1016/j.spa.2023.104268⟩ Article dans une revue hal-04309185v1
How COVID-19 affects voting for incumbents: Evidence from local elections in France Davide Morisi,Héloïse Cloléry,Guillaume Kon Kam King,Max Schaub PLoS ONE, 2024, 19 (3), pp.e0297432. ⟨10.1371/journal.pone.0297432⟩ Article dans une revue hal-04536394v1
Bayesian high-dimensional covariate selection in non-linear mixed-effects models using the SAEM algorithm Marion Naveau,Guillaume Kon Kam King,Renaud Rincent,Laure Sansonnet,Maud Delattre Statistics and Computing, 2024, 34 (1), pp.53. ⟨10.1007/s11222-023-10367-4⟩ Article dans une revue hal-04395282v1
Bayesian mixture models (in)consistency for the number of clusters Louise Alamichel,Daria Bystrova,Julyan Arbel,Guillaume Kon Kam King Scandinavian Journal of Statistics, 2024, 51 (4), pp.1619-1660. ⟨10.1111/sjos.12739⟩ Article dans une revue hal-03866434v2
Assessing the Relative Toxicity of Different Road Salts and Effect of Temperature on Salinity Toxicity: LCx Values versus No-Effect Concentration (NEC) Values Benjamin Moulding,Guillaume Kon Kam King,Mark Shenton,Jon Bray,Susan Nicholset al. Archives of Environmental Contamination and Toxicology, 2022, 82 (2), pp.281-293. ⟨10.1007/s00244-021-00908-1⟩ Article dans une revue hal-03799365v1
Understanding salt-tolerance and biota–stressor interactions in freshwater invertebrate communities Ben Kefford,Jon Bray,Susan Nichols,Jollene Reich,Ralph Mac Nallyet al. Marine and Freshwater Research, 2022, 73 (1), pp.140. ⟨10.1071/MF21164⟩ Article dans une revue hal-03799389v1
Exploring the interplay of biotic interactions and salinity stress in freshwater invertebrate assemblages: reply to Chessman (2022) Ben Kefford,Jon Bray,Susan Nichols,Jollene Reich,Ralph Mac Nallyet al. Marine and Freshwater Research, 2022, 73 (5), pp. 585-587. ⟨10.1071/MF22043⟩ Article dans une revue hal-03799391v1
Exact inference for a class of hidden Markov models on general state spaces Guillaume Kon Kam King,Omiros Papaspiliopoulos,Matteo Ruggiero Electronic Journal of Statistics , 2021, 15 (1), pp.2832-2875. ⟨10.1214/21-EJS1841⟩ Article dans une revue hal-03433280v1
Can SPEcies At Risk of pesticides (SPEAR) indices detect effects of target stressors among multiple interacting stressors? Jonathan Bray,Andrew O'Reilly-Nugent,Guillaume Kon Kam King,Sarit Kaserzon,Susan Nicholset al. Science of the Total Environment, 2021, 763, pp.142997. ⟨10.1016/j.scitotenv.2020.142997⟩ Article dans une revue hal-03799376v1
BNPdensity: Bayesian nonparametric mixture modelling in R Julyan Arbel,Guillaume Kon Kam King,Antonio Lijoi,Luis E. Nieto‐Barajas,Igor Prünster Australian and New Zealand Journal of Statistics, 2021, 63 (3), pp.542-564. ⟨10.1111/anzs.12342⟩ Article dans une revue hal-03433254v1
Bayesian Functional Forecasting with Locally-Autoregressive Dependent Processes Guillaume Kon Kam King,Antonio Canale,Matteo Ruggiero Bayesian Analysis, 2019, 14, pp.1121 - 1141. ⟨10.1214/18-BA1140⟩ Article dans une revue hal-02966956v1
Biological interactions mediate context and species-specific sensitivities to salinity J P Bray,J Reich,S J Nichols,Guillaume Kon Kam King,R Mac Nallyet al. Philosophical Transactions of the Royal Society B: Biological Sciences, 2018, ⟨10.1098/rstb.2018.0020⟩ Article dans une revue hal-02966999v1
MOSAIC_SSD: A new web tool for species sensitivity distribution to include censored data by maximum likelihood Guillaume Kon Kam King,Philippe Veber,Sandrine Charles,Marie Laure Delignette-Muller Ecotoxicology and Environmental Safety, 2015, 33 (9), pp.2133 - 2139. ⟨10.1002/etc.2644⟩ Article dans une revue istex hal-02967115v1
Hierarchical modelling of species sensitivity distribution: development and application to the case of diatoms exposed to several herbicides Guillaume Kon Kam King,Floriane Larras,Sandrine Charles,Marie Laure Delignette-Muller Ecotoxicology and Environmental Safety, 2015, 114, pp.212-221. ⟨10.1016/j.ecoenv.2015.01.022⟩ Article dans une revue hal-02967089v1
Constructing Time-Resolved Species Sensitivity Distributions Using a Hierarchical Toxico-Dynamic Model Guillaume Kon Kam King,Marie Laure Delignette-Muller,Ben J. Kefford,Christophe Piscart,Sandrine Charles Environmental Science and Technology, 2015, 49 (20), pp.12465-12473. ⟨10.1021/acs.est.5b02142⟩ Article dans une revue hal-01231746v1
On the Use of Human Mobility Proxies for Modeling Epidemics Michele Tizzoni,Paolo Bajardi,Adeline Decuyper,Guillaume Kon Kam King,Christian M. Schneideret al. PLoS Computational Biology, 2014, 10 (7), pp.e1003716. ⟨10.1371/journal.pcbi.1003716⟩ Article dans une revue hal-01342619v1

Communication dans un congrès (14)

Feedback from Evo Perinelle Naïa,Thomas Lacroix,Hélène Chiapello,Guillaume Kon Kam King,Arnaud Ferréet al. GT LEGO - Journées du GDR BIMMM, GDR BIMMM, Nov 2025, Nantes, France Communication dans un congrès hal-05388811v1
High-dimensional variable selection in non-linear mixed-effects models using a stochastic EM spike-and-slab Marion Naveau,Guillaume Kon Kam King,Renaud Rincent,Laure Sansonnet,Maud Delattre European Meeting of Statisticians, Bernoulli Society, Jul 2023, Warsaw, Poland Communication dans un congrès hal-04248037v1
Characterization and quantification of antibiotic resistance gene variants in gut microbiota Ouléye Sidibe,Anne-Carmen Sanchez,Guillaume Kon Kam King,Fanny Calenge,Benoît Doubletet al. 9; Symposium on Antimicrobial Resistance in Animals and the Environment - ARAE, INRAE, Jul 2023, Tours (France), France Communication dans un congrès hal-04169802v1
Clustering inconsistency for Pitman--Yor mixture models with a prior on the precision but fixed discount parameter Caroline Lawless,Louise Alamichel,Julyan Arbel,Guillaume Kon Kam King AABI 2023 - 5th Symposium on Advances in Approximate Bayesian Inference, Jul 2023, Honolulu, United States. pp.1-12 Communication dans un congrès hal-04425711v1
TANDEM : Flux microbiens au sein d’une chaîne alimentaire Anne-Laure Abraham,Juliette Bloor,Céline Delbès,Annick Bernalier Donadille,Matthieu Bouchonet al. Journées Portes Ouvertes UMRF, Jun 2023, Aurillac, France Communication dans un congrès hal-04221497v1
Bayesian high-dimensional variable selection in non-linear mixed-effects models using the SAEM algorithm Marion Naveau,Guillaume Kon Kam King,Laure Sansonnet,Maud Delattre Journée APPLIBUGS, Jun 2022, Lyon, France Communication dans un congrès hal-04247984v1
Sélection de variables en grande dimension dans les modèles non linéaires à effets mixtes Marion Naveau,Guillaume Kon Kam King,Laure Sansonnet,Maud Delattre 9ème Rencontre des Jeunes Statisticiens, Apr 2022, Porquerolles, France Communication dans un congrès hal-04247947v1
On the consistency of Bayesian nonparametric mixtures for the number of clusters Louise Alamichel,Daria Bystrova,Julyan Arbel,Guillaume Kon Kam King ISBA 2022 - World Meeting International Society for Bayesian Analysis, Jun 2022, Montreal, Canada Communication dans un congrès hal-03866460v1
Microbial transfers at the crossroads of agro-ecological transitions in dairy systems Nicolas Chemidlin Prévost-Bouré,Anne-Laure Abraham,Annick Bernalier Donadille,Juliette Bloor,Matthieu Bouchonet al. Carrefours de l’innovation agronomique (CIAG) Les indicateurs de qualité des sols et leur usage dans un contexte de transitions agricoles, Nov 2022, Orléans, France Communication dans un congrès hal-04826247v1
Bayesian high-dimensional variable selection in non-linear mixed-effects models using the SAEM algorithm Marion Naveau,Guillaume Kon Kam King,Laure Sansonnet,Maud Delattre 53ème Journées de Statistique de la Société Française de Statistique, Jun 2022, Lyon, France Communication dans un congrès hal-04247962v1
Bayesian nonparametric mixtures inconsistency for the number of clusters Louise Alamichel,Julyan Arbel,Daria Bystrova,Guillaume Kon Kam King 53es journées de Statistiques, Société Française de Statistique, Jun 2022, Lyon, France Communication dans un congrès hal-03866522v1
Approximating the clusters' prior distribution in Bayesian nonparametric models Daria Bystrova,Julyan Arbel,Guillaume Kon Kam King,François Deslandes AABI 2020 - 3rd Symposium on Advances in Approximate Bayesian Inference, Jan 2021, Online, United States. pp.1-16 Communication dans un congrès hal-03151483v1
A Bayesian Nonparametric Approach to Ecological Risk Assessment Julyan Arbel,Guillaume Kon Kam King,Igor Prünster SMPGD 2018 - Workshop on Statistical Methods for Post Genomic Data, Jan 2018, Montpellier, France Communication dans un congrès hal-01950669v1
Bayesian inference for hidden Markov models via duality and approximate filtering distributions Guillaume Kon Kam King,Omiros Papaspiliopoulos,Matteo Ruggiero 49 esima Riunione scientifica della Società Italiana di Statistica, Jun 2018, Palerme, Italy Communication dans un congrès hal-02967032v1

Poster de conférence (9)

Microbial transfers in dairy systems under changing climate and farming practices Sébastien Theil,Mahendra Mariadassou,Philippe Ruiz,Guillaume Kon Kam King,Matthieu Bouchonet al. JOBIM 20025, Jul 2025, Bordeaux, France Poster de conférence hal-05168268v1
Intra-species diversity in metagenomic datasets Anne-Laure Abraham,Guillaume Kon Kam King,Solène Pety,Anne-Carmen Sanchez,Hélène Chiapelloet al. JOBIM 2024, Jun 2024, Toulouse, France. , 2024 Poster de conférence hal-04631038v1
Can genome-based Large Language Models predict gene expression? Sofiane Sadat,Arnaud Ferré,Guillaume Kon Kam King,Sofia Lotfi Journées Ouvertes en Biologie, Informatique et Mathématiques (JOBIM), Jun 2024, Toulouse, France. Poster de conférence hal-04634264v1
Microbial transfers across a food chain: from grassland to cheese using metagenetic high-throughput sequencing approaches Anne-Laure Abraham,Juliette Bloor,Céline Delbès,Annick Bernalier Donadille,Matthieu Bouchonet al. FORUM ON FERMENTED FOODS, May 2023, Lyon, France Poster de conférence hal-04221437v1
Characterization and quantification of antibiotic resistance gene variants in gut microbiota. Ouléye Sidibe,Anne-Carmen Sanchez,Guillaume Kon Kam King,Fanny Calenge,Benoît Doubletet al. JOBIM 2023, Jun 2023, Tours, France. 2023, JOBIM 2023 Proceedings Poster de conférence hal-04170846v1
High-dimensional variable selection in non-linear mixed effects models using a stochastic EM spike-and-slab Marion Naveau,Guillaume Kon Kam King,Laure Sansonnet,Maud Delattre ISBA World Meeting, Jun 2022, Montréal, Canada. Poster de conférence hal-04248003v1
Construction of a reference genome catalog to decipher shared strains along an agrifood chain with shotgun metagenomic data Fiona Bottin,Sébastien Theil,Céline Delbès,Panagiotis Sapountzsis,Hélène Chiapelloet al. JOBIM, Jul 2022, Rennes, France Poster de conférence hal-04313747v1
Bayesian mixture models (in)consistency for the number of clusters Louise Alamichel,Daria Bystrova,Julyan Arbel,Guillaume Kon Kam King 13th Bayesian nonparametrics (BNP) conference, Oct 2022, Puerto Varas, Chile. Poster de conférence hal-03866441v1
Precise detection of antibiotic resistance genes in chicken microbiota Anne-Carmen Sanchez,Guillaume Kon Kam King,Sylvie Baucheron,Fanny Calenge,Hélène Chiapelloet al. Journées Ouvertes en Biologie, Informatique et Mathématiques - JOBIM - colloque virtuel, Jul 2021, Paris, France. Poster de conférence hal-03337234v1

Chapitre d'ouvrage (1)

A Bayesian nonparametric approach to ecological risk assessment Guillaume Kon Kam King,Julyan Arbel,Igor Prünster Argiento, R.; Lanzarone, E.; Antoniano Villalobos, I.; Mattei, A. Bayesian Statistics in Action, 194, , pp.151--159, 2017, Bayesian Statistics in Action Chapitre d'ouvrage hal-01405593v1

Pré-publication, Document de travail (3)

A forward-only scheme for online learning of proposal distributions in particle filters Sylvain Procope-Mamert,Nicolas Chopin,Maud Delattre,Guillaume Kon Kam King 2026 Pré-publication, Document de travail hal-05479972v1
The mutational landscape of Bacillus subtilis conditional hypermutators suggests how proofreading inherently skews polymerase error rates Ira Tanneur,Etienne Dervyn,Cyprien Guérin,Guillaume Kon Kam King,Matthieu Juleset al. 2024 Pré-publication, Document de travail hal-04366758v1
Bayesian high-dimensional covariate selection in non-linear mixed-effects models using the SAEM algorithm Marion Naveau,Guillaume Kon Kam King,Renaud Rincent,Laure Sansonnet,Maud Delattre 2023 Pré-publication, Document de travail (preprint/prepublication) hal-03685060v4

Thèse (1)

Revisiting Species Sensitivity Distribution : modelling species variability for the protection of communities Guillaume Kon Kam King Bio-Informatique, Biologie Systémique [q-bio.QM]. Université Claude Bernard - Lyon I, 2015. Français. ⟨NNT : 2015LYO10194⟩ Thèse tel-01281470v1