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One-Line-of-Code Data Mollification Improves Optimization of Likelihood-based Generative Models

Ba-Hien Tran , Giulio Franzese , Pietro Michiardi , Maurizio Filippone
Preprints, Working Papers, ... hal-04121336v1
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Rethinking the Riemannian Logarithm on Flag Manifolds as an Orthogonal Alignment Problem

Tom Szwagier , Xavier Pennec
Preprints, Working Papers, ... hal-04100534v1


Blanche Buet , Xavier Pennec
Preprints, Working Papers, ... hal-04112465v1
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Holographic Imaging with the HoloLens Head Mounted System to Enhance Angio Suite Ergonomics During an Endovascular Procedure

Claude Mialhe , Juliette Raffort , Fabien Lareyre
European Journal of Vascular and Endovascular Surgery, 2021, pp.849-850. ⟨10.1016/j.ejvs.2021.01.009⟩
Journal articles hal-03362900v1
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A causal discovery approach for streamline ion channels selection to improve drug-induced TdP risk assessment

Safaa Al-Ali , Jordi Llopis-Lorente , Maria Teresa Mora , Maxime Sermesant , Beatriz Trénor et al.
Preprints, Working Papers, ... hal-04105144v1

Robust Lasso‐Zero for sparse corruption and model selection with missing covariates

Pascaline Descloux , Claire Boyer , Julie Josse , Aude Sportisse , Sylvain Sardy et al.
Scandinavian Journal of Statistics, 2022, 49 (4), pp.1605-1635. ⟨10.1111/sjos.12591⟩
Journal articles hal-04104744v1
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Predicting wildfire ignition causes in Southern France using eXplainable Artificial Intelligence (XAI) methods

Christos Bountzouklis , Dennis M Fox , Elena Di Bernardino
Environmental Research Letters, 2023, 18 (4), pp.044038. ⟨10.1088/1748-9326/acc8ee⟩
Journal articles hal-04091177v1
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Tracing Isomanifolds in R^d in Time Polynomial in d using Coxeter–Freudenthal–Kuhn Triangulations

Jean-Daniel Boissonnat , Siargey Kachanovich , Mathijs Wintraecken
SIAM Journal on Computing, 2023, 52, pp.452 - 486. ⟨10.1137/21m1412918⟩
Journal articles hal-04083489v1
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The reach of subsets of manifolds

Jean-Daniel Boissonnat , Mathijs Wintraecken
Journal of Applied and Computational Topology, 2023, ⟨10.1007/s41468-023-00116-x⟩
Journal articles hal-04083524v1
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Fed-BioMed: Open, Transparent and Trusted Federated Learning for Real-world Healthcare Applications

Francesco Cremonesi , Marc Vesin , Sergen Cansiz , Yannick Bouillard , Irene Balelli et al.
Preprints, Working Papers, ... hal-04081557v1
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Investigating hypotheses of neurodegeneration by learning dynamical systems of protein propagation in the brain

Sara Garbarino , Marco Lorenzi
NeuroImage, 2021, 235, pp.117980. ⟨10.1016/j.neuroimage.2021.117980⟩
Journal articles hal-03374531v1
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Complex-to-Real Sketches for Tensor Products with Applications to the Polynomial Kernel

Jonas Wacker , Ruben Ohana , Maurizio Filippone
Proceedings of Machine Learning Research, In press
Journal articles hal-04076375v1
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Fed-MIWAE: Federated Imputation of Incomplete Data via Deep Generative Models

Irene Balelli , Aude Sportisse , Francesco Cremonesi , Pierre-Alexandre Mattei , Marco Lorenzi et al.
Preprints, Working Papers, ... hal-04069795v1

When is Importance Weighting Correction Needed for Covariate Shift Adaptation?

Davit Gogolashvili , Matteo Zecchin , Motonobu Kanagawa , Marios Kountouris , Maurizio Filippone et al.
Preprints, Working Papers, ... hal-04069537v1

« L’IA dans le domaine bancaire et financier »

Marina Teller
colloque du G3, Université de Genève, Nov 2022, Genève, France
Conference papers hal-04059916v1

Banque, finance et IA

Marina Teller
« Séminaire Banque de France – Regards croisés », Banque de France, Dec 2022, Paris, France
Conference papers hal-04059910v1
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DeepWILD: Wildlife Identification, Localisation and estimation on camera trap videos using Deep learning

Fanny Simões , Charles Bouveyron , Frédéric Precioso
Ecological Informatics, 2023, 75, ⟨10.1016/j.ecoinf.2023.102095⟩
Journal articles hal-03797530v2
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On the width of complicated JSJ decompositions

Kristóf Huszár , Jonathan Spreer
39th International Symposium on Computational Geometry (SoCG 2023), Jun 2023, Dallas, United States. pp.42:1--42:18, ⟨10.4230/LIPIcs.SoCG.2023.42⟩
Conference papers hal-04055617v1

Le service public algorithmique : regards transatlantiques

Marina Teller
Le service public algorithmique : regards transatlantiques, Gredeg; laboratoire de Cyberjustice Montreal; Cercle France Amériques, Mar 2023, Paris ( France), France
Conference papers hal-04052019v1

La régulation des données de santé : entre intérêt général et intérêts particuliers

Marina Teller
Revue internationale de droit économique, pp.5, 2023, ⟨10.3917/ride.363.0005⟩
Special issue hal-04051990v1
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Estimation of extreme L1 -multivariate expectiles with functional covariates

Elena Di Bernardino , Thomas Laloë , Cambyse Pakzad
Preprints, Working Papers, ... hal-04051376v1
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Fluorescence image deconvolution microscopy via generative adversarial learning (FluoGAN)

Mayeul Cachia , Vasiliki Stergiopoulou , Luca Calatroni , Sébastien Schaub , Laure Blanc-Féraud et al.
Preprints, Working Papers, ... hal-03790156v2
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Grote: Group Testing for Privacy-Preserving Face Identification

Alberto Ibarrondo , Hervé Chabanne , Vincent Despiegel , Melek Önen
Preprints, Working Papers, ... hal-04000209v1

Long Short-Term Memory Neural Equalizer

Zihao Wang , Zhifei Xu , Jiayi He , Herve Delingette , Jun Fan et al.
IEEE Transactions on Signal and Power Integrity, 2023, 2, pp.13-22. ⟨10.1109/TSIPI.2023.3242855⟩
Journal articles hal-04042921v1
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Fluctuation-based deconvolution in fluorescence microscopy using plug-and-play denoisers

Vasiliki Stergiopoulou , Subhadip Mukherjee , Luca Calatroni , Laure Blanc-Féraud
Preprints, Working Papers, ... hal-04038738v1
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Local isotropy test based on the oriented perimeter of digitalized images

Mariem Abaach , Hermine Biermé , Elena Di Bernardino , Anne Estrade
Preprints, Working Papers, ... hal-04037394v1
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Harnessing Bullying Traces to Enhance Bullying Participant Role Identification in Multi-Party Chats

Anaïs Ollagnier , Elena Cabrio , Serena Villata
FLAIRS 2023 - 36th International conference of the Florida artificial intelligence research sociéty, FLAIRS, May 2023, Florida / USA, United States
Conference papers hal-04037120v1
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A Framework to Include and Exploit Probabilistic Information in SHACL Validation Reports

Rémi Felin , Catherine Faron , Andrea G. B. Tettamanzi
ESWC 2023 - 20th International European Semantic Web Conference, May 2023, Hersonissos, Greece
Conference papers hal-04031744v1
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Advances in the use of neural network for solving the direct kinematics of CDPR with sagging cables

Jean-Pierre Merlet
CabeleCon - 6th International conference on calble-driven parallel robots, Jun 2023, Nantes, France
Conference papers hal-04017643v1
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Unsupervised Fine-grained Hate Speech Target Community Detection and Characterisation on Social Media

Anaïs Ollagnier , Elena Cabrio , Serena Villata
Social Network Analysis and Mining, 2023
Journal articles hal-04014977v1