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hal-01167372v2  Preprints, Working Papers, ...
Thomas Bonis. Rates in the Central Limit Theorem and diffusion approximation via Stein's Method
2016
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hal-03401530v4  Preprints, Working Papers, ...
Louis Pujol. ISDE : Independence Structure Density Estimation
2022
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hal-03396206v2  Conference papers
Alex Delalande. Nearly Tight Convergence Bounds for Semi-discrete Entropic Optimal Transport
AISTATS 2022 - 25th International Conference on Artificial Intelligence and Statistics, Mar 2022, Valencia / Virtual, Spain. pp.1619-1642
hal-03133238v1  Conference papers
Clément Maria, Owen Rouillé. Computation of Large Asymptotics of 3-Manifold Quantum Invariants
ALENEX 2021 - SIAM Symposium on Algorithm Engineering and Experiments, Jan 2021, Alexandria / Virtual, United States. ⟨10.1137/1.9781611976472.15⟩
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hal-02271580v1  Conference papers
Bertrand Beaufils, Frédéric Chazal, Marc Grelet, Bertrand Michel. Robust pedestrian trajectory reconstruction from inertial sensor
IPIN 2019 - 10th International Conference on Indoor Positioning and Indoor Navigation, Sep 2019, Pisa, Italy
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hal-01387021v2  Conference papers
Frédéric Chazal, Ilaria Giulini, Bertrand Michel. Data driven estimation of Laplace-Beltrami operator
30th Conference on Neural Information Processing Systems (NIPS 2016), Dec 2016, Barcelona, Spain
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tel-01607782v1  Theses
Eddie Aamari. Convergence Rates for Geometric Inference
Statistics [math.ST]. Université Paris-Saclay, 2017. English. ⟨NNT : 2017SACLS203⟩
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hal-01232197v1  Reports
Frédéric Chazal, Pascal Massart, Bertrand Michel. Rates of convergence for robust geometric inference
[Research Report] INRIA. 2015
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hal-01285120v1  Journal articles
Olivier Devillers, Marc Glisse, Xavier Goaoc, Rémy Thomasse. Smoothed complexity of convex hulls by witnesses and collectors
Journal of Computational Geometry, Carleton University, Computational Geometry Laboratory, 2016, 7 (2), pp.101-144. ⟨10.20382/jocg.v7i2a6⟩
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hal-01232217v1  Journal articles
Frédéric Chazal, Brittany Fasy, Fabrizio Lecci, Bertrand Michel, Alessandro Rinaldo et al.  Robust Topological Inference: Distance To a Measure and Kernel Distance
Journal of Machine Learning Research, Microtome Publishing, 2018, 18 (159), pp.40
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hal-01109634v2  Journal articles
Omid Amini, David Cohen-Steiner. A transfer principle and applications to eigenvalue estimates for graphs
Commentarii Mathematici Helvetici, European Mathematical Society, 2018
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hal-01664659v1  Conference papers
Frédéric Chazal, Bertrand Beaufils, Marc Grelet, Bertrand Michel. Stride detection for pedestrian trajectory reconstruction: a machine learning approach based on geometric patterns
IPIN 2017 - 8th International Conference on Indoor Positioning and Indoor Navigation, Sep 2017, Sapporo, Japan. pp.1-6, ⟨10.1109/IPIN.2017.8115867⟩
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hal-01947424v1  Preprints, Working Papers, ...
Claire Brécheteau. Robust shape inference from a sparse approximation of the Gaussian trimmed loglikelihood
2018
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hal-01521955v3  Journal articles
Eddie Aamari, Jisu Kim, Frédéric Chazal, Bertrand Michel, Alessandro Rinaldo et al.  Estimating the Reach of a Manifold
Electronic Journal of Statistics , Shaker Heights, OH : Institute of Mathematical Statistics, 2019, ⟨10.1214/19-EJS1551⟩
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hal-01864467v1  Conference papers
Bertrand Beaufils, Frédéric Chazal, Marc Grelet, Bertrand Michel. Activity recognition from stride detection: a machine learning approach based on geometric patterns and trajectory reconstruction
IPIN 2018 - 9th International Conference on Indoor Positioning and Indoor Navigation, Sep 2018, Nantes, France
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hal-01614384v1  Journal articles
Frédéric Chazal, Bertrand Michel. An introduction to Topological Data Analysis: fundamental and practical aspects for data scientists
Frontiers in Artificial Intelligence, Frontiers Media S.A., 2021, Front. Artif. Intell., ⟨10.3389/frai.2021.667963⟩
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hal-01948051v3  Journal articles
Aurélie Fischer, Clément Levrard, Claire Brécheteau. Robust Bregman Clustering
Annals of Statistics, Institute of Mathematical Statistics, In press
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hal-01829037v3  Journal articles
Guillermo Durand, Gilles Blanchard, Pierre Neuvial, Etienne Roquain. Post hoc false positive control for structured hypotheses
Scandinavian Journal of Statistics, Wiley, 2020, 47 (4), pp.1114-1148. ⟨10.1111/sjos.12453⟩
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hal-03214472v1  Preprints, Working Papers, ...
Marie Perrot-Dockès, Gilles Blanchard, Pierre Neuvial, Etienne Roquain. Post hoc false discovery proportion inference under a Hidden Markov Model
2021
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hal-03002342v1  Conference papers
Hannah Marienwald, Jean-Baptiste Fermanian, Gilles Blanchard. High-Dimensional Multi-Task Averaging and Application to Kernel Mean Embedding
AISTATS 2021 - 24th International Conference on Artificial Intelligence and Statistics, Apr 2021, Virtual, United States. pp.1963-1971
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hal-03584579v2  Preprints, Working Papers, ...
Jeremie Capitao-Miniconi, Élisabeth Gassiat. Deconvolution of spherical data corrupted with unknown noise.
2022
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hal-03079171v1  Preprints, Working Papers, ...
Daniel Perez. On the persistent homology of almost surely $C^0$ stochastic processes
2020
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hal-03222657v1  Conference papers
Vincent Divol, Théo Lacombe. Estimation and Quantization of Expected Persistence Diagrams
ICML 2021 - 38th International Conference on Machine Learning, Jul 2021, Virtual Conference, United States
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hal-02320543v2  Book sections
Gilles Blanchard, Pierre Neuvial, Etienne Roquain. On agnostic post hoc approaches to false positive control
Xinping Cui, Thorsten Dickhaus, Ying Ding, Jason C. Hsu. Handbook of Multiple Comparisons, Chapman & Hall/CRC, 2021, Handbooks of Modern Statistical Methods, 9780367140670
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hal-03170325v1  Preprints, Working Papers, ...
Daniel Perez. On Sovacool's et al. study on the differences in carbon emissions reduction between countries pursuing renewable electricity versus nuclear power
2021
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hal-03405899v2  Conference papers
El Mehdi Saad, Gilles Blanchard. Fast rates for prediction with limited expert advice
NeurIPS 2021 - 35th Conference on Neural Information Processing Systems, Dec 2021, [Online], United States
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hal-03372822v1  Preprints, Working Papers, ...
Daniel Perez. $\zeta$-functions and the topology of superlevel sets of stochastic processes
2021
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hal-01483585v5  Journal articles
Gilles Blanchard, Pierre Neuvial, Etienne Roquain. Post hoc confidence bounds on false positives using reference families
Annals of Statistics, Institute of Mathematical Statistics, 2020, 48 (3), pp.1281-1303. ⟨10.1214/19-AOS1847⟩
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hal-03402076v1  Preprints, Working Papers, ...
Olympio Hacquard, Krishnakumar Balasubramanian, Gilles Blanchard, Wolfgang Polonik, Clément Levrard. Topologically penalized regression on manifolds
2021
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