Benjamin Quost

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 22

Top Topics

Logistic Regression

Object Detection And Segmentation

Top Venues

Publications

Antoine Plissonneau, Luca Jourdan, Damien Trentesaux, Lotfi Abdi, Mohamed Sallak, Abdelghani Bekrar, Benjamin Quost, Walter Schön
Deep reinforcement learning with predictive auxiliary task for autonomous train collision avoidance. J. Rail Transp. Plan. Manag. 31 (2024)
Soroush Ghandi, Benjamin Quost, Cassio de Campos
Probabilistic Circuits with Constraints via Convex Optimization. CoRR (2024)
Soroush Ghandi, Benjamin Quost, Cassio de Campos
Soft Learning Probabilistic Circuits. CoRR (2024)
Loïc Adam, Arthur Van Camp, Sébastien Destercke, Benjamin Quost
Inferring from an imprecise Plackett-Luce model: Application to label ranking. Fuzzy Sets Syst. 482 (2024)
Haifei Zhang, Benjamin Quost, Marie-Hélène Masson
Cautious weighted random forests. Expert Syst. Appl. 213 (Part) (2023)
Come Rodriguez, Vitor Martin Bordini, Sébastien Destercke, Benjamin Quost
Self Learning using Venn-Abers predictors. COPA (2023)
Vitor Martin Bordini, Sébastien Destercke, Benjamin Quost
Learning calibrated belief functions from conformal predictions. ISIPTA (2023)
Mathieu Randon, Benjamin Quost, Dirk von Wissel, Nassim Boudaoud
Robust Consumption Planning from Uncertain Power Demand Predictions. IV (2023)
Haifei Zhang, Benjamin Quost, Marie-Hélène Masson
Cautious Decision-Making for Tree Ensembles. ECSQARU (2023)
Haifei Zhang, Benjamin Quost, Marie-Hélène Masson
Forêts aléatoires prudentes : une nouvelle stratégie de décision et quelques expériences. LFA (2022)
Tathagata Basu, Sébastien Destercke, Benjamin Quost
A Robust Bayesian Estimation Approach for the Imprecise Plackett-Luce Model. IPMU (1) (2022)
Haifei Zhang, Benjamin Quost, Marie-Hélène Masson
Explications contrefactuelles pour les forêts aléatoires prudentes. LFA (2022)
Mathieu Randon, Benjamin Quost, Nassim Boudaoud, Dirk von Wissel
Vehicle consumption estimation via calibrated Gaussian Process regression. IV (2022)
Benjamin Quost
Decision-making from Partial Instances by Active Feature Querying. ISIPTA (2021)
Haifei Zhang, Benjamin Quost, Marie-Hélène Masson
Cautious Random Forests: a New Decision Strategy and some Experiments. ISIPTA (2021)
Loïc Adam, Arthur Van Camp, Sébastien Destercke, Benjamin Quost
Inferring from an Imprecise Plackett-Luce Model: Application to Label Ranking. SUM (2020)
Benjamin Quost, Marie-Hélène Masson, Sébastien Destercke
Dealing with Atypical Instances in Evidential Decision-Making. SUM (2020)
Marie-Hélène Masson, Benjamin Quost, Sébastien Destercke
Cautious relational clustering: A thresholding approach. Expert Syst. Appl. 139 (2020)
Benjamin Quost, Sébastien Destercke
Classification by pairwise coupling of imprecise probabilities. Pattern Recognit. 77 (2018)
Benjamin Quost, Thierry Denoeux, Shoumei Li
Parametric classification with soft labels using the evidential EM algorithm: linear discriminant analysis versus logistic regression. Adv. Data Anal. Classif. 11 (4) (2017)
Dingfu Zhou, Vincent Frémont, Benjamin Quost, Yuchao Dai, Hongdong Li
Moving object detection and segmentation in urban environments from a moving platform. Image Vis. Comput. 68 (2017)
Benjamin Quost, Thierry Denoeux
Clustering and classification of fuzzy data using the fuzzy EM algorithm. Fuzzy Sets Syst. 286 (2016)
Abdeldjalil Ouahabi, Benjamin Quost, Atef Gayed, Thierry Denoeux
Estimating energy consumption of a PHEV using vehicle and on-board navigation data. Intelligent Vehicles Symposium (2015)
Dingfu Zhou, Benjamin Quost, Vincent Frémont
Soft label based semi-supervised boosting for classification and object recognition. ICARCV (2014)
Marie-Hélène Masson, Sébastien Destercke, Benjamin Quost
Editorial. Int. J. Approx. Reason. 55 (1) (2014)
Benjamin Quost
Logistic Regression of Soft Labeled Instances via the Evidential EM Algorithm. Belief Functions (2014)
Dingfu Zhou, Vincent Frémont, Benjamin Quost, Bihao Wang
On modeling ego-motion uncertainty for moving object detection from a mobile platform. Intelligent Vehicles Symposium (2014)
Violaine Antoine, Benjamin Quost, Marie-Hélène Masson, Thierry Denoeux
CEVCLUS: evidential clustering with instance-level constraints for relational data. Soft Comput. 18 (7) (2014)
Xun Wang, Benjamin Quost, Jean-Daniel Chazot, Jérôme Antoni
Sound Source Localization from Uncertain Information Using the Evidential EM Algorithm. SUM (2013)
Sébastien Destercke, Benjamin Quost
Correcting Binary Imprecise Classifiers: Local vs Global Approach. SUM (2012)
Violaine Antoine, Benjamin Quost, Marie-Hélène Masson, Thierry Denoeux
CECM: Constrained evidential C-means algorithm. Comput. Stat. Data Anal. 56 (4) (2012)
Violaine Antoine, Benjamin Quost, Mylène Masson, Thierry Denoeux
CEVCLUS: Constrained evidential clustering of proximity data. EUSFLAT Conf. (2011)
Benjamin Quost, Marie-Hélène Masson, Thierry Denoeux
Classifier fusion in the Dempster-Shafer framework using optimized t-norm based combination rules. Int. J. Approx. Reason. 52 (3) (2011)
Sébastien Destercke, Benjamin Quost
Combining Binary Classifiers with Imprecise Probabilities. IUKM (2011)
Violaine Antoine, Benjamin Quost, Marie-Hélène Masson, Thierry Denoeux
CECM: Adding pairwise constraints to evidential clustering. FUZZ-IEEE (2010)
Benjamin Quost, Thierry Denoeux
Clustering Fuzzy Data Using the Fuzzy EM Algorithm. SUM (2010)
Benjamin Quost, Thierry Denoeux
Learning from data with uncertain labels by boosting credal classifiers. KDD Workshop on Knowledge Discovery from Uncertain Data (2009)
Benjamin Quost, Marie-Hélène Masson, Thierry Denoeux
Refined classifier combination using belief functions. FUSION (2008)
David Mercier, Benjamin Quost, Thierry Denoeux
Refined modeling of sensor reliability in the belief function framework using contextual discounting. Inf. Fusion 9 (2) (2008)
Benjamin Quost, Thierry Denoeux, Marie-Hélène Masson
Pairwise classifier combination using belief functions. Pattern Recognit. Lett. 28 (5) (2007)
David Mercier, Benjamin Quost, Thierry Denoeux
Contextual Discounting of Belief Functions. ECSQARU (2005)