Marianne Clausel

54 papers A* 4A 2B 3Journal 33Unranked 12

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Low-Rank Tensor Decompositions for the Theory of Neural Networks: Understanding deep learning through the lens of tensor formats [Special Issue on the Mathematics of Deep Learning]. IEEE Signal Process. Mag. Ricardo Augusto Borsoi, Konstantin Usevich, Marianne Clausel
2026	J	`jnl`	Time Series Correlations and Kolmogorov Complexity: A Hausdorff Dimension Perspective. CoRR Boumediene Hamzi, Marianne Clausel, Kamal Dingle, Marcus Hutter, Mohammed Terry-Jack
2025	J	`jnl`	Adaptive Regime-Switching Forecasts with Distribution-Free Uncertainty: Deep Switching State-Space Models Meet Conformal Prediction. CoRR Echo Diyun LU, Charles Findling, Marianne Clausel, Alessandro Leite, Wei Gong, Pierric Kersaudy
2025	—	`conf`	AttriVision: Advancing Generalization in Pedestrian Attribute Recognition using CLIP. WACV (Workshops) Mehran Adibi Sedeh, Assia Benbihi, Romain Martin, Marianne Clausel, Cédric Pradalier
2025	—	`conf`	Counterfactual Robustness: A Framework to Analyze the Robustness of Causal Generative Models Across Interventions. ECML/PKDD (1) Manal Benhamza, Marianne Clausel, Myriam Tami
2025	J	`jnl`	Identifiability in Causal Abstractions: A Hierarchy of Criteria. CoRR Clément Yvernes, Emilie Devijver, Marianne Clausel, Éric Gaussier
2025	J	`jnl`	Identifiability of Deep Polynomial Neural Networks. CoRR Konstantin Usevich, Clara Dérand, Ricardo Augusto Borsoi, Marianne Clausel
2025	J	`jnl`	ImmunoFOMO: Are Language Models missing what oncologists see? CoRR Aman Sinha, Bogdan-Valentin Popescu, Xavier Coubez, Marianne Clausel, Mathieu Constant
2025	J	`jnl`	Incremental clustering based on Wasserstein distance between histogram models. Pattern Recognit. Xiaotong Qian, Guénaël Cabanes, Parisa Rastin, Mohamed Alae Guidani, Ghassen Marrakchi, Marianne Clausel, Nistor Grozavu
2025	J	`jnl`	Low-Rank Tensor Decompositions for the Theory of Neural Networks. CoRR Ricardo Augusto Borsoi, Konstantin Usevich, Marianne Clausel
2024	—	`conf`	Anomaly Detection Using Multiscale Signatures. EUSIPCO Raphael Mignot, Valerian Mange, Konstantin Usevich, Marianne Clausel, Jean-Yves Tourneret, François Vincent
2024	J	`jnl`	Comparing metrics for evaluating 3D map quality in natural environments. Robotics Auton. Syst. Stéphanie Aravecchia, Marianne Clausel, Cédric Pradalier
2024	—	`conf`	Domain-specific or Uncertainty-aware models: Does it really make a difference for biomedical text classification? BioNLP@ACL Aman Sinha, Timothee Mickus, Marianne Clausel, Mathieu Constant, Xavier Coubez
2024	J	`jnl`	Domain-specific or Uncertainty-aware models: Does it really make a difference for biomedical text classification? CoRR Aman Sinha, Timothee Mickus, Marianne Clausel, Mathieu Constant, Xavier Coubez
2024	J	`jnl`	Ensembles of Probabilistic Regression Trees. CoRR Alexandre Seiller, Éric Gaussier, Emilie Devijver, Marianne Clausel, Sami Alkhoury
2024	J	`jnl`	Polarimetric Fourier Phase Retrieval. SIAM J. Imaging Sci. Julien Flamant, Konstantin Usevich, Marianne Clausel, David Brie
2024	J	`jnl`	Risk prediction of pathological gambling on social media. CoRR Angelina Parfenova, Marianne Clausel
2024	J	`jnl`	The Barycenter in Free Nilpotent Lie Groups and Its Application to Iterated-Integrals Signatures. SIAM J. Appl. Algebra Geom. Marianne Clausel, Joscha Diehl, Raphael Mignot, Leonard Schmitz, Nozomi Sugiura, Konstantin Usevich
2023	—	`conf`	Low-Rank Updates of pre-trained Weights for Multi-Task Learning. ACL (Findings) Alexandre Audibert, Massih-Reza Amini, Konstantin Usevich, Marianne Clausel
2023	J	`jnl`	Modelling Irregularly Sampled Time Series Without Imputation. CoRR Rohit Agarwal, Aman Sinha, Dilip K. Prasad, Marianne Clausel, Alexander Horsch, Mathieu Constant, Xavier Coubez
2023	A	`conf`	Next-Best-View Selection from Observation Viewpoint Statistics. IROS Stéphanie Aravecchia, Antoine Richard, Marianne Clausel, Cédric Pradalier
2023	J	`jnl`	On factorization of rank-one auto-correlation matrix polynomials. CoRR Konstantin Usevich, Julien Flamant, Marianne Clausel, David Brie
2023	—	`conf`	What shall we read : the article or the citations? - A case study on scientific language understanding. ARTS@CORIA-TALN Aman Sinha, Sam Bigeard, Marianne Clausel, Mathieu Constant
2022	—	`conf`	CME2 Net: Contextual Medical Event Extraction Network for clinical notes. WNLPe-Health@ICON Aman Sinha, Ayan Vishwakarma, Marianne Clausel, Mathieu Constant
2022	—	`conf`	IAI @ SocialDisNER : Catch me if you can! Capturing complex disease mentions in tweets. SMM4H@COLING Aman Sinha, Cristina García Holgado, Marianne Clausel, Matthieu Constant
2022	J	`jnl`	Learning over No-Preferred and Preferred Sequence of Items for Robust Recommendation (Extended Abstract). CoRR Aleksandra Burashnikova, Yury Maximov, Marianne Clausel, Charlotte Laclau, Franck Iutzeler, Massih-Reza Amini
2022	J	`jnl`	Morpho-Statistical Description of Networks Through Graph Modelling and Bayesian Inference. IEEE Trans. Netw. Sci. Eng. Quentin Laporte-Chabasse, Radu S. Stoica, Marianne Clausel, François Charoy, Gérald Oster
2022	—	`conf`	Recommender Systems: When Memory Matters. ECIR (2) Aleksandra Burashnikova, Marianne Clausel, Massih-Reza Amini, Yury Maximov, Nicolas Dante
2022	J	`jnl`	Wind power predictions from nowcasts to 4-hour forecasts: a learning approach with variable selection. CoRR Dimitri Bouche, Rémi Flamary, Florence d'Alché-Buc, Riwal Plougonven, Marianne Clausel, Jordi Badosa, Philippe Drobinski
2021	J	`jnl`	Bilingual Topic Models for Comparable Corpora. CoRR Georgios Balikas, Massih-Reza Amini, Marianne Clausel
2021	J	`jnl`	Learning over No-Preferred and Preferred Sequence of Items for Robust Recommendation. J. Artif. Intell. Res. Aleksandra Burashnikova, Yury Maximov, Marianne Clausel, Charlotte Laclau, Franck Iutzeler, Massih-Reza Amini
2021	A	`conf`	Nonlinear Functional Output Regression: A Dictionary Approach. AISTATS Dimitri Bouche, Marianne Clausel, François Roueff, Florence d'Alché-Buc
2021	J	`jnl`	Recommender systems: when memory matters. CoRR Aleksandra Burashnikova, Marianne Clausel, Massih-Reza Amini, Yury Maximov, Nicolas Dante
2020	J	`jnl`	Learning over no-Preferred and Preferred Sequence of items for Robust Recommendation. CoRR Aleksandra Burashnikova, Marianne Clausel, Charlotte Laclau, Frack Iutzeller, Yury Maximov, Massih-Reza Amini
2020	J	`jnl`	Nonlinear Functional Output Regression: a Dictionary Approach. CoRR Dimitri Bouche, Marianne Clausel, François Roueff, Florence d'Alché-Buc
2020	A*	`conf`	Smooth And Consistent Probabilistic Regression Trees. NeurIPS Sami Alkhoury, Emilie Devijver, Marianne Clausel, Myriam Tami, Éric Gaussier, Georges Oppenheim
2019	J	`jnl`	A Convex Approach to Superresolution and Regularization of Lines in Images. SIAM J. Imaging Sci. Kevin Polisano, Laurent Condat, Marianne Clausel, Valérie Perrier
2018	J	`jnl`	Dealing with Uncertain Inputs in Regression Trees. CoRR Myriam Tami, Marianne Clausel, Emilie Devijver, Adrien Dulac, Éric Gaussier, Stefan Janaqi, Mériam Chèbre
2018	J	`jnl`	Health Monitoring on Social Media over Time. IEEE Trans. Knowl. Data Eng. Sumit Sidana, Sihem Amer-Yahia, Marianne Clausel, Majdeddine Rebai, Son T. Mai, Massih-Reza Amini
2018	J	`jnl`	Rademacher Generalization Bounds for Classifier Chains. CoRR Simon Moura, Massih-Reza Amini, Sana Louhichi, Marianne Clausel
2018	J	`jnl`	Ultrasound spatiotemporal despeckling via Kronecker wavelet-Fisz thresholding. Signal Image Video Process. Younes Farouj, Laurent Navarro, Jean-Marc Freyermuth, Marianne Clausel, Philippe Delachartre
2017	J	`jnl`	Hyperbolic Wavelet-Fisz Denoising for a Model Arising in Ultrasound Imaging. IEEE Trans. Computational Imaging Younes Farouj, Jean-Marc Freyermuth, Laurent Navarro, Marianne Clausel, Philippe Delachartre
2017	—	`conf`	Topical Coherence in LDA-based Models through Induced Segmentation. ACL (1) Hesam Amoualian, Wei Lu, Éric Gaussier, Georgios Balikas, Massih-Reza Amini, Marianne Clausel
2016	—	`conf`	Convex super-resolution detection of lines in images. EUSIPCO Kevin Polisano, Laurent Condat, Marianne Clausel, Valérie Perrier
2016	A*	`conf`	Health Monitoring on Social Media over Time. SIGIR Sumit Sidana, Shashwat Mishra, Sihem Amer-Yahia, Marianne Clausel, Massih-Reza Amini
2016	B	`conf`	Modeling topic dependencies in semantically coherent text spans with copulas. COLING Georgios Balikas, Hesam Amoualian, Marianne Clausel, Éric Gaussier, Massih-Reza Amini
2016	A*	`conf`	On a Topic Model for Sentences. SIGIR Georgios Balikas, Massih-Reza Amini, Marianne Clausel
2016	J	`jnl`	On a Topic Model for Sentences. CoRR Georgios Balikas, Massih-Reza Amini, Marianne Clausel
2016	A*	`conf`	Streaming-LDA: A Copula-based Approach to Modeling Topic Dependencies in Document Streams. KDD Hesam Amoualian, Marianne Clausel, Éric Gaussier, Massih-Reza Amini
2015	—	`conf`	Supervised Topic Classification for Modeling a Hierarchical Conference Structure. ICONIP (1) Mikhail P. Kuznetsov, Marianne Clausel, Massih-Reza Amini, Éric Gaussier, Vadim V. Strijov
2014	B	`conf`	Cardiac motion analysis using wavelet projections from tagged MR sequences. ICIP Younes Farouj, Liang Wang, Patrick Clarysse, Laurent Navarro, Marianne Clausel, Philippe Delachartre
2014	B	`conf`	Texture modeling by Gaussian fields with prescribed local orientation. ICIP Kevin Polisano, Marianne Clausel, Valérie Perrier, Laurent Condat
2013	J	`jnl`	Self-Similar Anisotropic Texture Analysis: The Hyperbolic Wavelet Transform Contribution. IEEE Trans. Image Process. Stéphane G. Roux, Marianne Clausel, Béatrice Vedel, Stéphane Jaffard, Patrice Abry
2012	J	`jnl`	The Monogenic Synchrosqueezed Wavelet Transform: A tool for the Decomposition/Demodulation of AM-FM images CoRR Marianne Clausel, Thomas Oberlin, Valérie Perrier