POSTERS

POSTER SESSIONS:

– Monday, 25 June from 5:30pm to 7:00pm
– Wednesday, 27 June from 5:30pm to 7:00pm

The poster boards are A0-sized in portrait orientation.
We do not provide poster printing possibilities on-site; please make sure to bring a printed poster.
Poster presenters assigned to Monday (Wednesday) are asked to remove their posters by Tuesday evening (Friday morning).

We are happy to announce two best poster awards of 500 EUR. The winners are
-Samuel HORVÁTH. Nonconvex Variance Reduced Optimization with Arbitrary Sampling. [PDF]
-Cristina VAGHI. Improving the efficacy of anti-cancer nanoparticles with data-driven mathematical modelling. [PDF]

Congratulations!

TitleIDDayLast NameFirst NamePDF
3D RPET-Net: Development of a 3D PET Imaging Convolutional Neural Network for Radiomic AnalysisDS3-553WednesdayAMYARAmine
A biologically-based mathematical model for prediction of metastatic relapseDS3-644WednesdayBENZEKRYSebastienDownload
A Conditional Sentiment Analysis Model based on Stream Statistical Measure for Defining the Minute Insights from Patients self-report Experiences on Social MediaDS3-049MondayGRISSETTEHanane
A Fast Algorithm for Sparse Reduced-Rank RegressionDS3-280MondayDUBOISBenjaminDownload
A Kernel Random Matrix-Based Approach for Sparse PCADS3-312MondaySEDDIKMohamed El Amine
A Nonparametric Conditional Copula Model For Successive Duration TimesDS3-629WednesdayLE FAOUYohannDownload
A Proximal Block Coordinate Descent Algorithm for Deep Neural Network TrainingDS3-348MondayLAUTsz KitDownload
A Tractable Approach for One-Bit Compressed Sensing on ManifoldsDS3-155MondayMALYJohannesDownload
Accelerated refresh of Generalized Linear Models in productionDS3-661WednesdayKIRCHMEYERMatthieuDownload
Action-Constrained Markov Decision Processes With Kullback-Leibler CostDS3-579WednesdayBUSICAna
Adapting to Easy Data in Prediction with Limited AdviceDS3-524WednesdayTHUNETobiasDownload
Adversarial Examples in Counterfactual Models with Application in Clinical TrialsDS3-452WednesdayPAPANGELOUKonstantinosDownload
Adversarial Word Embeddings to Improve Text Classifiers Generalization PowerDS3-627WednesdayBOUVIERVictorDownload
AlphaI, a learning robotDS3-503WednesdayDENEUXThomasDownload
An Efficient Algorithm for Edge-Connectivity Degeneracy and Application to Influential Node IdentificationDS3-526WednesdayLIMNIOSStratisDownload
An Infomax approach to AutoencoderDS3-681WednesdayCRESCIMANNAVincenzoDownload
Application of Digital Signal Processing and proteochemometrics principles to protein engineeringDS3-500WednesdayCADETXavierDownload
Applying robust estimations for mini-batch sample selection in deep learningDS3-412MondayCOBO AGUILERAAuroraDownload
Automated smoothing parameter selection for Quantile Additive Models.DS3-512WednesdayNORTIERBertrandDownload
Automatic Root Cause Analysis for large-scale dynamic networksDS3-351MondayKOSTADINOVDimitreDownload
Automatically Generating Album Cover ArtDS3-540WednesdayHEPBURNAlexanderDownload
Biophysical Model Inspired Component Analysis of Local Field PotentialDS3-274MondayCHENWeiwei
Blockchain, User Preferences, and Consensus ReachingDS3-456WednesdayLE CADREHélèneDownload
Caregivers' Perceptions of AI in 2018DS3-135MondayJAULINFrançoisDownload
Characterization of Sleep States with EEG Pattern Detection - Preliminary Results: Impact of Signal QualityDS3-406MondayPALLANCAOlivierDownload
Cluster stability for more robust classification in Triple-Negative Breast CancerDS3-501WednesdaySUNDQVISTMartinaDownload
Combination of survey analysis and Machine Learning to understand customers’ needsDS3-369MondayGAVOILLESylvainDownload
Common structures in resource management as driver for Reinforcement LearningDS3-363MondayJINYueDownload
Concise metamodels of simulated systemsDS3-523WednesdayARZAMASOVVadimDownload
Concrete Use-Cases with Real-World Data for Energy TransitionDS3-400MondayMUTSCHLERAurélieDownload
Context-Based Smart Optimization of Human-Collaborative Robot InteractionDS3-620WednesdayBLANCHETKatleenDownload
Correlation-Based Pre-Filtering for Context-Aware RecommendationDS3-594WednesdayVAHIDI FERDOUSIZahraDownload
Covariance-Matrix Adaptive Metropolis-HastingsDS3-640WednesdayCHOTARDAlexandre
Credit Data Pool and its application to credit Scoring in GermanyDS3-263MondayLIHuifeng
DALEX: How would you explain this prediction?DS3-632WednesdaySITKOAgnieszkaDownload
Data fusion, augmenting experimental results with a high fidelity digital twin. A Nuclear Fusion application.DS3-760WednesdayCALLEJADominic
Deep clustering of longitudinal dataDS3-543WednesdayFALISSARDLouis
Deep Learning and Expert Advice for the RTE electricity demand competitionDS3-030MondayLAGOJesus
Deep Learning for Bacterial Population GeneticsDS3-529WednesdayCURYJeanDownload
Deep learning for galaxy structure analysisDS3-492WednesdayTUCCILLODiego
Deep learning for interpreting images of crops acquired under field conditionsDS3-397MondayMADECSimonDownload
Deep learning for rare classesDS3-558WednesdayAGGARWALUmang
Deep learning from scratch: exploring generalization performance in digit classificationDS3-381MondayLAWRIESofiaDownload
Deep Learning Techniques to Understand Gender Disparities in Debate Speeches & Evaluations?DS3-686WednesdayNGUYENHuyenDownload
Deep neural networks for aberrations compensation in retinal imaging acquired by digital holographyDS3-479WednesdayRIVETJulieDownload
Deep Online Storage-Free Learning on Unordered Image StreamsDS3-379MondayBESEDINAndreyDownload
Deep Reinforcement Learning and Multi-Agent System for Microgrid Management Framework in the OperationDS3-134MondayLEVENTTanguy
Deforming AutoencodersDS3-598WednesdaySAHASRABUDHEMihirDownload
Designing RNNs for ExplainabilityDS3-261MondayCHORMAIPattarawatDownload
Detecting Gender and Assessing Pathology from EEG with Convolutional Neural NetworksDS3-756WednesdayJOCHMANNThomasDownload
Detection and Reparation of Misunderstandings in Cooperating AgentsDS3-416MondayJACQAlexis
Detector monitoring with artificial neural networks at the CMS experiment at the CERN Large Hadron ColliderDS3-408MondayPOLAdrianDownload
Dictionary learning from nonlinearly generated dataDS3-089MondayRENCKERLucasDownload
Discovering Gene Interactions from Gene Expression Data using Neural NetworksDS3-096MondayNANNILucaDownload
Discovering pulsars using machine learningDS3-484WednesdayVORAGANTI PADMANABHPrajwalDownload
Disease-specific variant pathogenicity prediction using machine learning significantly improves clinical variant interpretation in inherited cardiac conditionsDS3-499WednesdayZHANGXiaolei
Dissecting Adam: The Sign, Magnitude and Variance of Stochastic GradientsDS3-084MondayBALLESLukasDownload
Diverse feature visualizations reveal invariances in early layers of deep neural networksDS3-698WednesdayCADENASantiagoDownload
Domain Adaptation in Brains and MachinesDS3-729WednesdaySCHNEIDERSteffen
Dynamic variables selection algorithm for large distributed financial time seriesDS3-446MondayBERGETLydie
Efficient Distributed Deep Learning using Circulant MatricesDS3-539WednesdayARAUJOAlexandreDownload
Experiments with Topological Data Analysis to solve industrial problemsDS3-144MondayGRATIENJean-Marc
Faithfully Explaining Rankings in a News Recommender SystemDS3-513WednesdayTER HOEVEMaartjeDownload
Finite mean field games: fictitious play and convergence analysisDS3-660WednesdayHADIKHANLOOSaeed
From Classical to Generalized Zero-Shot LearningDS3-497WednesdayLE CACHEUXYannickDownload
GAN Applications with Discrete Data: Reproducing and Bringing State-of-the-Art to IndustryDS3-556WednesdayCAMINORamiroDownload
Gender discrimination in the age of Big Data: the case of auto loansDS3-555MondayANDREEVAGalinaDownload
Generalizing Hamiltonian Monte Carlo with Neural NetworksDS3-743WednesdayLEVYDaniel
Graph based named entity identificationDS3-208MondayKHALIFESammyDownload
GUDHI - Geometry Understanding in Higher DimensionsDS3-808MondayROUVREAUVincent
Hierarchical Graph Clustering
by Node Pair Sampling		DS3-129MondayBONALDThomasDownload
Historical series of cities' size evolution by satellite images using deep learningDS3-723WednesdayHERSANTConstance
Hot Under the Collar: a Latent Measure of Interstate HostilityDS3-273MondayTERECHSHENKOZhannaDownload
How Data Science can be applied in the insurance sector.DS3-099MondayNIEDERCORNFrancois
Identification of Blended Galaxy Images Using Supervised Machine LearningDS3-649WednesdayWANGXinyu
Improved bounds for Square-Root Lasso and Square-Root SlopeDS3-475WednesdayDERUMIGNYAlexisDownload
Improving Contrastive Divergence for Memristor-Based Boltzmann MachinesDS3-531WednesdayERNOULTMaxenceDownload
Improving job offer effectiveness with Machine LearningDS3-710WednesdayZYŚKOJan
Improving Resource Elasticity in public clouds through a new control-theoretic toolDS3-028MondayBEKCHEVAMaria
Improving the efficacy of anti-cancer nanoparticles with data-driven mathematical modellingDS3-651WednesdayVAGHICristinaDownload
Infinite Task Learning in vector-valued RKHSDS3-095MondayLAMBERTAlex
Integrated Learning and Feature Selection for Deep Neural Networks in Multispectral ImagesDS3-297MondayORTIZAnthonyDownload
Interpretability with diversified-by-design rules ; SKOPE-RULES, a Python PackageDS3-309MondayGAUTIERRonanDownload
Invariant Causal Prediction: Causal inference in the presence of latent variablesDS3-728WednesdayCHRISTIANSENRuneDownload
Joint identification of socio-demographic and nutritional profiles from large-scale french panel data with application to causal discovery.DS3-561WednesdayTRITASAris
Kernel Conditional Exponential FamilyDS3-235MondayARBELMichael
Knowledge-Graph-based Graphical User Interface Generation for the CERN Proton Irradiation FacilityDS3-474WednesdayGKOTSEBlerinaDownload
Learning interpolation by replicationDS3-587MondayCARREIRAMarcos
Download
Learning neural representations of human cognition across many fMRI studiesDS3-631WednesdayMENSCHArthur
Learning Neural Word Salience ScoresDS3-807WednesdaySAMARDZHIEVKrasenDownload
Learning predictive error models for monocular graph SLAMDS3-595WednesdayREYMANNChristopheDownload
Learning Probabilistic Relational Models using an Ontology - Application to transformation ProcessDS3-394MondayMUNCHMelanie
Learning Symbolic Representations From Continuous DataDS3-174MondaySPEICHERTStefanie
Learning to Land on a Moving Platform: a Deep Reinforcement Learning TechniqueDS3-659WednesdayRODRIGUEZAlejandroDownload
Learning to Predict Autism Spectrum Disorder Based on Eye-Tracking Visual PatternsDS3-267MondayELBATTAHMahmoud
Linear aggregation for inverse problemsDS3-395MondayOLIINYKViktoriia
Linear Bandits with adaptive smoothingDS3-542WednesdayAKHTARSheikh Waqas
Longitudinal models for Parkinson’s DiseaseDS3-418MondayCOURONNERaphaelDownload
Machine learning algorithms for non-technical losses detection in electricity utilitiesDS3-098MondayBUZAUMadalina-MihaelaDownload
Machine Learning for Cognitive Autonomic Networking in 5GDS3-051MondaySAFFARIllyyne
Machine learning meets animal physiology: Understanding disease progression and predicting impending deathDS3-564WednesdayMEIJieDownload
Marginal likelihood estimation for functional dataDS3-282MondayROMMELCédric
Maximum a posteriori estimation for Geolocation in the Sigfox IoT networkDS3-360MondayELGUIKevin
Memory Bandits: A Bayesian Approach for the Switching Bandit ProblemDS3-733WednesdayALAMIRedaDownload
Meta-learning for adaptive CNN architecture selectionDS3-215MondayJAAFRAYesminaDownload
Minimax rates for Mondrian trees and forestsDS3-254MondayMOURTADAJaouadDownload
Minimization by Incremental Stochastic Surrogate with Application to Bayesian Deep LearningDS3-034MondayKARIMIBelhalDownload
Mining interesting patterns in time seriesDS3-607WednesdayDENGJunningDownload
Mining Subjectively Interesting Attributed SubgraphsDS3-707WednesdayMELAhmadDownload
Model-space regularization and white-box algorithms in postural control quantificationDS3-521WednesdayNICOLAÏAliceDownload
MOSAIC: Monte Carlo Tree Search for Algorithm ConfigurationDS3-428MondayRAKOTOARISONHerilalaina
Multi-Criteria Benchmarking Methodology for Anomaly Detection AlgorithmsDS3-307MondayRENAUDIEDavidDownload
Multi-output Gaussian Process for forecasting of time series with dynamic hierarchy structureDS3-485WednesdayRIVERARodrigo
Multimodal Imaging of the Heart Muscle- Segmentation and Registration of PET-MRI Cardiac ImagesDS3-522WednesdayKRUKDominikaDownload
MVA Optimization with Machine Learning AlgorithmsDS3-101MondayPOIROTJeremyDownload
Network Inference from Neural Activation Time Series: A comparative reviewDS3-425MondayPANAGOPOULOSGeorgeDownload
Neural Networks and Tensors for Smart Contracts and Cryptocurrencies MonitoringDS3-066MondayCHARLIERJeremyDownload
Nonconvex Variance Reduced Optimization with Arbitrary SamplingDS3-342MondayHORVÁTHSamuelDownload
OCR System for Insurance DocumentsDS3-283MondayBOZONNETSimonDownload
Optimization of a SSP’s Header Bidding Strategy using Thompson SamplingDS3-471WednesdayGRISLAINNicolas
Overview of Some Computational Linguistics Challenges Addressed at EDF CommerceDS3-676WednesdayDUBUISSON DUPLESSISGuillaumeDownload
Predicting altcoin returns using social mediaDS3-494WednesdaySTEINERTLarsDownload
Predicting Optical Power Excursion in EDFAs with Neural NetworksDS3-062MondayFREIREMariaDownload
Predicting the spatial distribution of neuroimaging observations from text reportsDS3-160MondayDOCKESJerome
Quadcopter swarm using Wi-FiDS3-402MondaySHRITOmarDownload
Quantifying and minimizing risk of conflict in social networksDS3-525WednesdayCHENXiDownload
Quantifying the Closeness to a Set of Random Curves via the Mean Marginal LikelihoodDS3-295MondayRommelCédricDownload
Quantile regression for longitudinal dataDS3-757WednesdayBATTAGLIOLAMaria LauraDownload
Random matrix-improved kernels for large dimensional spectral clusteringDS3-087MondayTIOMOKO ALIHafizDownload
Real-time object detection and tracking in FullHD videosDS3-691WednesdayBALANAdrianDownload
Regularization in Hierarchical Time Series Forecasting With Application to Electricity Smart Meter DataDS3-265MondayBEN TAIEBSouhaib
Regularizing Text Classification with TopicsDS3-601WednesdaySKIANISKonstantinosDownload
Reinforcement learning for financial marketsDS3-012MondayBENHAMOUEricDownload
RENEWAL: A real-time evaluation platform for news recommender systemsDS3-719WednesdayHAYJulienDownload
Riemannian optimization for Machine Learning and application in DT-MRI classificationDS3-688WednesdayZERAIMourad
Risk Estimation of Extreme WindstormsDS3-466WednesdayDE FONDEVILLERaphaëlDownload
Robust Inference for Classification with Noisy LabelsDS3-537WednesdayBYRNESPaul
SAEM for Logistic Regression with Missing ValuesDS3-199MondayJIANGWeiDownload
Scalable Distributed Data ClusteringDS3-380MondayBECKGaël
Scaling Bayesian Optimization up to higher dimensions: a comparison of recent algorithmsDS3-637WednesdayCHOFFINBenoîtDownload
Semi-supervised learning for segmentation under semantic constraintDS3-288MondayGANAYEPierre-AntoineDownload
Shape Matching Algorithm for Roof Segmentation in Aerial ImagesDS3-726WednesdayPIOVANIDuccioDownload
Signal Parameter Estimation Using Complex-Valued Deep Reinforcement LearningDS3-065MondayNGYutingDownload
SignalP 5.0: improved signal peptide predictions across the tree of life using deep neural networksDS3-464WednesdayALMAGRO ARMENTEROSJose JuanDownload
Similarity encoding for learning with dirty categorical variablesDS3-383WednesdayCERDAPatricio
Sleep-Wake Patterns DetectionDS3-327MondayMORENO PINOFernandoDownload
Social-network analysis in healthcare: Analysing the effect of weighted influence in physician networksDS3-697WednesdayCHOUDHURYAbhinav
Spectral clustering and idea of using clustering algorithms in geneticsDS3-162MondayPELINHelenaDownload
Spontaneous Emotion Recognition from Three-Dimensional Dynamic Facial SequencesDS3-580WednesdayRAMIREZ CORNEJOJadishaDownload
Subspace-based detection of outage events with multiple sources in power gridsDS3-429MondayCORDOVA GARCIAJoseDownload
Tackling false positives in tractography with convex optimization and anatomical priorsDS3-636WednesdayOCAMPO PINEDAMario AlbertoDownload
The End of Airline Revenue Management as We Know It?DS3-392MondayNGUYENAnh QuanDownload
The inference of ground truth from biological literatureDS3-581WednesdayBELIKOVAlexanderDownload
The Lovász-Softmax loss: A tractable surrogate for the optimization of the intersection-over-union measure in neural networksDS3-366MondayBERMANMaximDownload
The Multi-Round Sequential Selection ProblemDS3-355MondayFEKOMMathilde
The SubCons web-server: A user-friendly web interface for state-of-the-art subcellular localization predictionDS3-447MondaySALVATOREMarcoDownload
The Swaption Cube Prediction ProblemDS3-650WednesdayCRÉPEYStéphaneDownload
Time series prediction for Capacity PlanningDS3-403MondayLOGETTEPhilippe
Toward biologically inspired multi-sensory integration of multimodal social signalsDS3-396MondayMANSOURI-BENSSASSIEsmaDownload
Towards Learning to Rank Approach in Paraphrase DetectionDS3-289MondayOGALTSOVAleksandrDownload
Tracking the Conversation JourneyDS3-496WednesdayPEIJiahuan
TRamWAy: The Automatic Biomolecule Random Walk Analyser: Single Molecule Science at the Age of Big DataDS3-020MondayMASSONJean-Baptiste
Transferring Knowledge for Tilt-Dependent Radio Map PredictionDS3-577WednesdayPARERAClaudiaDownload
UnifDiag: an Online Approach for Hypercubic Quantization HashingDS3-110MondayMORVANAnneDownload
Uniform Inference in High-dimensional Gaussian Graphical ModelsDS3-045MondayKÜCKJannisDownload
Unlocking the flexibility of building energy consumption using machine learning and AIDS3-359MondayCHRISTENSENMortenDownload
Use of Data Sciences in geophysical exploration to interpret and integrate geophysics, petrophysical and geologyDS3-444MondayGIRAUDJeremieDownload
Using Artificial Neural Network to solve ODE and PDEDS3-593WednesdayDI GIOVANNIMarcoDownload
Using One-Class SVM with Privileged Information for Malware DetectionDS3-220MondaySMOLIAKOVDmitrii
Variational Bayesian inference for structural model updateDS3-541WednesdayCOELHO LIMAIsabela
Wasserstein Adversarial Mixture ClusteringDS3-137MondayHARCHAOUIWarithDownload
Wasserstein regularization for sparse multi-task regressionDS3-443MondayJANATIHicham