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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 MariaOwen 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 BeaufilsFrédéric ChazalMarc GreletBertrand 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 ChazalIlaria GiuliniBertrand 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-01285120v1  Journal articles
Olivier DevillersMarc GlisseXavier GoaocRémy 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 ChazalBrittany FasyFabrizio LecciBertrand MichelAlessandro 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 AminiDavid 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 ChazalBertrand BeaufilsMarc GreletBertrand 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-01521955v3  Journal articles
Eddie AamariJisu KimFrédéric ChazalBertrand MichelAlessandro 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 BeaufilsFrédéric ChazalMarc GreletBertrand 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-01948051v3  Journal articles
Aurélie FischerClément LevrardClaire Brécheteau. Robust Bregman Clustering
Annals of Statistics, Institute of Mathematical Statistics, In press
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hal-03002342v1  Conference papers
Hannah MarienwaldJean-Baptiste FermanianGilles 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-03222657v1  Conference papers
Vincent DivolThéo 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 BlanchardPierre NeuvialEtienne 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-03405899v2  Conference papers
El Mehdi SaadGilles 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-01483585v5  Journal articles
Gilles BlanchardPierre NeuvialEtienne 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⟩