Area 5: New Challenges for New Data

AuthorTitle (w Links)Title of JournalDate
BUTUCEA CristinaLocally private non-asymptotic testing of discrete distributions is faster using interactive mechanismsNeurIPS2020
BUTUCEA CristinaLocal differential privacy: elbow effect in optimal density estimation and adaptation over Besov ellipsoidsBernoulli2020
BUTUCEA CristinaClassification under local differential privacyAnnales de l'ISUP2019
DALALYAN ArnakExponential weights in multivariate regression and a low-rankness favoring priorAnnales de l'Institut Henri Poincaré2020
DALALYAN ArnakOn sampling from a log-concave density using kinetic Langevin diffusionsBernoulli2020
DALALYAN ArnakA nonasymptotic law of iterated logarithm for general M-estimatorsAISTATS2020
DALALYAN ArnakPenalized Langevin dynamics with vanishing penalty for smooth and log-concave targetsNeurIPS2020
DALALYAN ArnakConfidence regions and minimax rates in outlier-robust estimation on the probability simplexElectronic Journal of Statistics2020
CHOPIN NicolasAdaptive Tuning of Hamiltonian Monte Carlo Within Sequential Monte CarloBayesian Analysis2020
CHOPIN NicolasImprecise neural computations as source of human adaptive behavior in volatile environmentsNature Human Behavior2020
CHOPIN NicolasAn Introduction to Sequential Monte CarloSpringer Series in Statistics2020
DE VALCK ChristineConceptualizing the electronic word-of-mouth process: What we know and need to know about eWOM creation, exposure, and evaluationJournal of the Academy of Marketing Science 2019
LECUE GuillaumeRobust machine learning by median-of-means: Theory and practiceInstitute of Mathematical Statistics2020
LECUE GuillaumeRobust classification via MOM minimizationSpringer2020
LECUE GuillaumeRobust statistical learning with Lipschitz and convex loss functionsSpringer2020
SCHMUTZ Benoithttps://academic.oup.com/restud/article/86/4/1779/5102816The Review of Economic Studies2019
SRIVASTAVA Shirish CTheorizing technological spatial intrusion for ICT enabled employee innovation: the mediating role of perceived usefulnessTechnological Forecasting and Social Change2020
SRIVASTAVA Shirish CIdeological shifts in open source orchestration: examining the influence of licence choice and organisational participation on open source project outcomesEuropean Journal of Information Systems2020
TSYBAKOV AlexandreOptimal Variable Selection and Adaptive Noisy Compressed SensingIEEE Transactions on Inform.Theory2020
TSYBAKOV Alexandre On estimation of nonsmooth functionals of sparse normal meansBernoulli2020
TROPF FélixSociology, Genetics, and the Coming of Age of SociogenomicsAmerican Sociological Review2020
TROPF FélixAn Introduction to Statistical Genetic Data AnalysisMIT Press2020
SCHMIDT DanielDistracted Institutional InvestorsJournal of Financial and Quantitative Analysis2019
SIMONI AnnaBayesian Estimation and Comparison of Moment Condition ModelsJournal of the American Statistical Association2018
SIMONI AnnaNonparametric Estimation in case of Endogenous SelectionJournal of Econometrics2018
BELLEC PierreOptimal bounds for aggregation of affine estimatorsAnnals of Statistics2018
BELLEC PierreSharp oracle inequalities for Least Squares estimators in shape restricted regressionAnnals of Statistics2018
TSYBAKOV AlexandreSlope meets Lasso: improved oracle bounds and optimalityAnnals of Statistics2018
TSYBAKOV AlexandreSparse covariance matrix estimation in high-dimensional deconvolutionBernoulli2018
ALQUIER PierreEstimation Bounds and Sharp Oracle Inequalities of Regularized Procedures with Lipschitz Loss FunctionsAnnals of Statistics2018
ALQUIER PierreInformed Sub-Sampling MCMC: Approximate Bayesian Inference for Large DatasetsStatistics and Computing2018
DALALYAN ArnakOn the Exponentially Weighted Aggregate with the Laplace PriorAnnals of Statistics2018
DALALYAN ArnakEstimating linear functionals of a sparse family of Poisson meansStatistical Inference for Stochastic Processes2018
DALALYAN ArnakOptimal Kullback-Leibler Aggregation in Mixture Density Estimation by Maximum LikelihoodMath. Stat. Learn.2018
LECUE GuillaumeRegularization and the small-ball method I: sparse recoveryAnnals of Statistics2018
HOMBERT JohanCan Innovation Help U.S. Manufacturing Firms Escape Import Competition from China?Journal of Finance2018
YANG CathyAttention, Information Processing and Choice in Incentive-Aligned Choice ExperimentsJournal of Marketing Research2018
STOLTZ GillesFundamentals and exchange rate forecastability with simple machine learning methodsJournal of International Money and Finance2018
DERUMIGNY AlexisImproved bounds for Square-Root Lasso and Square-Root SlopeElectronic Journal of Statistics2018
EBBES PeterUsing social network activity data to identify and target job seekersManagement Science2020
EBBES PeterGremlins in the Data: Identifying the Information Content of Research SubjectsJournal of Marketing Research2020
EBBES PeterBeyond the target customer: Social effects in CRM campaignsJournal of Marketing Research2017
SALOMOND Jean-BernardA general approach to posterior contraction in nonparametric inverse problemsBernoulli2018