Éric Gaussier

ORCID

Publication Activity (10 Years)

Years Active: 1994-2024
Publications (10 Years): 88

Top Venues

Publications

Lei Zan, Charles K. Assaad, Emilie Devijver, Éric Gaussier
On the Fly Detection of Root Causes from Observed Data with Application to IT Systems. CoRR (2024)
Anna Laskina, Éric Gaussier, Gaëlle Calvary
A Closer Look at Clustering Bilingual Comparable Corpora. LREC/COLING (2024)
Minghan Li, Éric Gaussier
Domain Adaptation for Dense Retrieval and Conversational Dense Retrieval through Self-Supervision by Meticulous Pseudo-Relevance Labeling. CoRR (2024)
Alexandre Seiller, Éric Gaussier, Emilie Devijver, Marianne Clausel, Sami Alkhoury
Ensembles of Probabilistic Regression Trees. CoRR (2024)
Daria Bystrova, Charles K. Assaad, Julyan Arbel, Emilie Devijver, Éric Gaussier, Wilfried Thuiller
Causal Discovery from Time Series with Hybrids of Constraint-Based and Noise-Based Algorithms. Trans. Mach. Learn. Res. 2024 (2024)
Minghan Li, Éric Gaussier
Domain Adaptation for Dense Retrieval and Conversational Dense Retrieval through Self-Supervision by Meticulous Pseudo-Relevance Labeling. LREC/COLING (2024)
Charles K. Assaad, Emilie Devijver, Éric Gaussier, Gregor Gössler, Anouar Meynaoui
Identifiability of total effects from abstractions of time series causal graphs. CoRR (2023)
Mohamed Chebel, Chiraz Latiri, Éric Gaussier
Efficient bilingual lexicon extraction from comparable corpora based on formal concepts analysis. Nat. Lang. Eng. 29 (1) (2023)
Charles K. Assaad, Emilie Devijver, Éric Gaussier
Survey and Evaluation of Causal Discovery Methods for Time Series (Extended Abstract). IJCAI (2023)
Minghan Li, Diana Nicoleta Popa, Johan Chagnon, Yagmur Gizem Cinar, Éric Gaussier
The Power of Selecting Key Blocks with Local Pre-ranking for Long Document Information Retrieval. ACM Trans. Inf. Syst. 41 (3) (2023)
Charles K. Assaad, Daria Bystrova, Julyan Arbel, Emilie Devijver, Éric Gaussier, Wilfried Thuiller
Hybrids of Constraint-based and Noise-based Algorithms for Causal Discovery from Time Series. CoRR (2023)
Minghan Li, Diana Nicoleta Popa, Johan Chagnon, Yagmur Gizem Cinar, Éric Gaussier
The Power of Selecting Key Blocks with Local Pre-ranking for Long Document Information Retrieval. CORIA-TALN (2023)
Minghan Li, Éric Gaussier
Adaptation de domaine pour la recherche dense par annotation automatique. CORIA-TALN (2023)
Ali Aït-Bachir, Charles K. Assaad, Christophe de Bignicourt, Emilie Devijver, Simon Ferreira, Éric Gaussier, Hosein Mohanna, Lei Zan
Case Studies of Causal Discovery from IT Monitoring Time Series. CoRR (2023)
Minghan Li, Éric Gaussier
Intra-document Block Pre-ranking for BERT-based Long Document Information Retrieval - Abstract. CIRCLE (2022)
Lei Zan, Anouar Meynaoui, Charles K. Assaad, Emilie Devijver, Éric Gaussier
A Conditional Mutual Information Estimator for Mixed Data and an Associated Conditional Independence Test. Entropy 24 (9) (2022)
Minghan Li, Éric Gaussier
BERT-based Dense Intra-ranking and Contextualized Late Interaction via Multi-task Learning for Long Document Retrieval. SIGIR (2022)
Charles K. Assaad, Emilie Devijver, Éric Gaussier
Discovery of extended summary graphs in time series. UAI (2022)
Yaqiong Li, Xuhui Fan, Éric Gaussier
Supervised Categorical Metric Learning With Schatten p-Norms. IEEE Trans. Cybern. 52 (4) (2022)
Charles K. Assaad, Emilie Devijver, Éric Gaussier
Survey and Evaluation of Causal Discovery Methods for Time Series. J. Artif. Intell. Res. 73 (2022)
Charles K. Assaad, Emilie Devijver, Éric Gaussier
Inferring extended summary causal graphs from observational time series. CoRR (2022)
Mariia Garkavenko, Éric Gaussier, Hamid Mirisaee, Cédric Lagnier, Agnès Guerraz
Where Do You Want To Invest? Predicting Startup Funding From Freely, Publicly Available Web Information. CoRR (2022)
Charles K. Assaad, Emilie Devijver, Éric Gaussier
Entropy-Based Discovery of Summary Causal Graphs in Time Series. Entropy 24 (8) (2022)
Minghan Li, Éric Gaussier
Domain Adaptation for Dense Retrieval through Self-Supervision by Pseudo-Relevance Labeling. CoRR (2022)
Thibaut Thonet, Yagmur Gizem Cinar, Éric Gaussier, Minghan Li, Jean-Michel Renders
Listwise Learning to Rank Based on Approximate Rank Indicators. AAAI (2022)
Johan Chagnon, Diana Nicoleta Popa, Yagmur Gizem Cinar, Éric Gaussier
Modelling document-query interaction in a hierarchical neural model for IR. CORIA (2021)
Thibaut Thonet, Yagmur Gizem Cinar, Éric Gaussier, Minghan Li, Jean-Michel Renders
SmoothI: Smooth Rank Indicators for Differentiable IR Metrics. CoRR (2021)
Quentin Grail, Julien Perez, Éric Gaussier
Globalizing BERT-based Transformer Architectures for Long Document Summarization. EACL (2021)
Karim Assaad, Emilie Devijver, Éric Gaussier, Ali Aït-Bachir
Entropy-based Discovery of Summary Causal Graphs in Time Series. CoRR (2021)
Mariia Garkavenko, Hamid Mirisaee, Éric Gaussier, Agnès Guerraz, Cédric Lagnier
Valuation of Startups: A Machine Learning Perspective. ECIR (1) (2021)
Minghan Li, Diana Nicoleta Popa, Johan Chagnon, Yagmur Gizem Cinar, Éric Gaussier
The Power of Selecting Key Blocks with Local Pre-ranking for Long Document Information Retrieval. CoRR (2021)
Diana Nicoleta Popa, Julien Perez, James Henderson, Éric Gaussier
Towards syntax-aware token embeddings. Nat. Lang. Eng. 27 (6) (2021)
Minghan Li, Éric Gaussier
KeyBLD: Selecting Key Blocks with Local Pre-ranking for Long Document Information Retrieval. SIGIR (2021)
Karim Assaad, Emilie Devijver, Éric Gaussier, Ali Aït-Bachir
A Mixed Noise and Constraint-Based Approach to Causal Inference in Time Series. ECML/PKDD (1) (2021)
Diana Nicoleta Popa, William N. Havard, Maximin Coavoux, Éric Gaussier, Laurent Besacier
Contribution d'informations syntaxiques aux capacités de généralisation compositionelle des modèles seq2seq convolutifs (Assessing the Contribution of Syntactic Information for Compositional Generalization of seq2seq Convolutional Networks). TALN (1) (2021)
Hamid Jalalzai, Pierre Colombo, Chloé Clavel, Éric Gaussier, Giovanna Varni, Emmanuel Vignon, Anne Sabourin
Heavy-tailed Representations, Text Polarity Classification & Data Augmentation. CoRR (2020)
Romain Couillet, Yagmur Gizem Cinar, Éric Gaussier, Muhammad Imran
Word Representations Concentrate and This is Good News! CoNLL (2020)
Maziar Moradi Fard, Thibaut Thonet, Éric Gaussier
Seed-Guided Deep Document Clustering. ECIR (1) (2020)
Hamid Jalalzai, Pierre Colombo, Chloé Clavel, Éric Gaussier, Giovanna Varni, Emmanuel Vignon, Anne Sabourin
Heavy-tailed Representations, Text Polarity Classification & Data Augmentation. NeurIPS (2020)
Xuhui Fan, Éric Gaussier
Supervised Categorical Metric Learning with Schatten p-Norms. CoRR (2020)
Maziar Moradi Fard, Thibaut Thonet, Éric Gaussier
-Means and learning representations. Pattern Recognit. Lett. 138 (2020)
Sami Alkhoury, Emilie Devijver, Marianne Clausel, Myriam Tami, Éric Gaussier, Georges Oppenheim
Smooth And Consistent Probabilistic Regression Trees. NeurIPS (2020)
Ahlem Bouziri, Chiraz Latiri, Éric Gaussier
LTR-expand: query expansion model based on learning to rank association rules. J. Intell. Inf. Syst. 55 (2) (2020)
Adrien Dulac, Éric Gaussier, Christine Largeron
Mixed-Membership Stochastic Block Models for Weighted Networks. UAI (2020)
Hamid Mirisaee, Éric Gaussier, Cédric Lagnier, Agnès Guerraz
Terminology-based Text Embedding for Computing Document Similarities on Technical Content. CoRR (2019)
Théo Trouillon, Éric Gaussier, Christopher R. Dance, Guillaume Bouchard
On Inductive Abilities of Latent Factor Models for Relational Learning. J. Artif. Intell. Res. 64 (2019)
Karim Assaad, Emilie Devijver, Éric Gaussier, Ali Aït-Bachir
Scaling Causal Inference in Additive Noise Models. CD@KDD (2019)
Abdelkader El Mahdaouy, Saïd El Alaoui Ouatik, Éric Gaussier
Word-embedding-based pseudo-relevance feedback for Arabic information retrieval. J. Inf. Sci. 45 (4) (2019)
Hamid Mirisaee, Éric Gaussier, Cédric Lagnier, Agnès Guerraz
Terminology-based Text Embedding for Computing Document Similarities on Technical Content. PFIA (TIA) (2019)
Diana Nicoleta Popa, Julien Perez, James Henderson, Éric Gaussier
Implicit Discourse Relation Classification with Syntax-Aware Contextualized Word Representations. FLAIRS Conference (2019)
Abdelkader El Mahdaouy, Éric Gaussier, Saïd El Alaoui Ouatik
Should one use term proximity or multi-word terms for Arabic information retrieval? Comput. Speech Lang. 58 (2019)
Cédric Lagnier, Éric Gaussier, François Kawala
User-centered probabilistic models for content diffusion in the blogosphere. Online Soc. Networks Media 5 (2018)
Éric Gaussier
Semantic Annotation in the Biomedical Domain: Large-scale Classification and BioASQ. WWW (Companion Volume) (2018)
Shubham Agarwal, Marc Dymetman, Éric Gaussier
Char2char Generation with Reranking for the E2E NLG Challenge. CoRR (2018)
Bo Li, Éric Gaussier, Dan Yang
Measuring bilingual corpus comparability. Nat. Lang. Eng. 24 (4) (2018)
Éric Gaussier, Jérôme Lelong, Valentin Reis, Denis Trystram
Online Tuning of EASY-Backfilling using Queue Reordering Policies. IEEE Trans. Parallel Distributed Syst. 29 (10) (2018)
Maziar Moradi Fard, Thibaut Thonet, Éric Gaussier
Deep k-Means: Jointly Clustering with k-Means and Learning Representations. CoRR (2018)
Yagmur Gizem Cinar, Hamid Mirisaee, Parantapa Goswami, Éric Gaussier, Ali Aït-Bachir
Period-aware content attention RNNs for time series forecasting with missing values. Neurocomputing 312 (2018)
Myriam Tami, Marianne Clausel, Emilie Devijver, Adrien Dulac, Éric Gaussier, Stefan Janaqi, Mériam Chèbre
Dealing with Uncertain Inputs in Regression Trees. CoRR (2018)
Bo Li, Éric Gaussier, Dan Yang
The Dilution/Concentration conditions for cross-language information retrieval models. Inf. Process. Manag. 54 (2) (2018)
Abdelkader El Mahdaouy, Saïd El Alaoui Ouatik, Éric Gaussier
Improving Arabic information retrieval using word embedding similarities. Int. J. Speech Technol. 21 (1) (2018)
Shubham Agarwal, Marc Dymetman, Éric Gaussier
Char2char Generation with Reranking for the E2E NLG Challenge. INLG (2018)
Maha Alsayasneh, Sihem Amer-Yahia, Éric Gaussier, Vincent Leroy, Julien Pilourdault, Ria Mae Borromeo, Motomichi Toyama, Jean-Michel Renders
Personalized and Diverse Task Composition in Crowdsourcing. IEEE Trans. Knowl. Data Eng. 30 (1) (2018)
Ahlem Bouziri, Chiraz Latiri, Éric Gaussier
Efficient Association Rules Selecting for Automatic Query Expansion. CICLing (2) (2017)
Théo Trouillon, Christopher R. Dance, Johannes Welbl, Sebastian Riedel, Éric Gaussier, Guillaume Bouchard
Knowledge Graph Completion via Complex Tensor Factorization. CoRR (2017)
Mohamed Chebel, Chiraz Latiri, Éric Gaussier
Bilingual Lexicon Extraction from Comparable Corpora Based on Closed Concepts Mining. PAKDD (1) (2017)
Parantapa Goswami, Éric Gaussier, Massih-Reza Amini
Exploring the space of information retrieval term scoring functions. Inf. Process. Manag. 53 (2) (2017)
Théo Trouillon, Christopher R. Dance, Éric Gaussier, Johannes Welbl, Sebastian Riedel, Guillaume Bouchard
Knowledge Graph Completion via Complex Tensor Factorization. J. Mach. Learn. Res. 18 (2017)
Adrien Dulac, Éric Gaussier, Christine Largeron
A Study of Stochastic Mixed Membership Models for Link Prediction in Social Networks. DSAA (2017)
Yagmur Gizem Cinar, Hamid Mirisaee, Parantapa Goswami, Éric Gaussier, Ali Aït-Bachir, Vadim V. Strijov
Position-Based Content Attention for Time Series Forecasting with Sequence-to-Sequence RNNs. ICONIP (5) (2017)
Yagmur Gizem Cinar, Hamid Mirisaee, Parantapa Goswami, Éric Gaussier, Ali Aït-Bachir, Vadim V. Strijov
Time Series Forecasting using RNNs: an Extended Attention Mechanism to Model Periods and Handle Missing Values. CoRR (2017)
Théo Trouillon, Éric Gaussier, Christopher R. Dance, Guillaume Bouchard
On Inductive Abilities of Latent Factor Models for Relational Learning. CoRR (2017)
Hesam Amoualian, Wei Lu, Éric Gaussier, Georgios Balikas, Massih-Reza Amini, Marianne Clausel
Topical Coherence in LDA-based Models through Induced Segmentation. ACL (1) (2017)
Théo Trouillon, Johannes Welbl, Sebastian Riedel, Éric Gaussier, Guillaume Bouchard
Complex Embeddings for Simple Link Prediction. CoRR (2016)
Saeid Soheily-Khah, Ahlame Douzal Chouakria, Éric Gaussier
Generalized k-means-based clustering for temporal data under weighted and kernel time warp. Pattern Recognit. Lett. 75 (2016)
Hesam Amoualian, Marianne Clausel, Éric Gaussier, Massih-Reza Amini
Streaming-LDA: A Copula-based Approach to Modeling Topic Dependencies in Document Streams. KDD (2016)
Abdelkader El Mahdaouy, Éric Gaussier, Saïd El Alaoui Ouatik
Arabic Text Classification Based on Word and Document Embeddings. AISI (2016)
Raghav Goyal, Marc Dymetman, Éric Gaussier
Natural Language Generation through Character-based RNNs with Finite-state Prior Knowledge. COLING (2016)
Éric Gaussier, Longbing Cao
Conference Report on 2015 IEEE International Conference on Data Science and Advanced Analytics (DSAA'2015) [Conference Reports]. IEEE Comput. Intell. Mag. 11 (1) (2016)
François Kawala, Éric Gaussier, Ahlame Douzal Chouakria, Eustache Diemert
A study of different keyword activity prediction problems in social media. Int. J. Soc. Netw. Min. 2 (3) (2016)
Abdelkader El Mahdaouy, Said Ouatik El Alaoui, Éric Gaussier
Semantically enhanced term frequency based on word embeddings for Arabic information retrieval. CIST (2016)
Rohit Babbar, Ioannis Partalas, Éric Gaussier, Massih-Reza Amini, Cécile Amblard
Learning Taxonomy Adaptation in Large-scale Classification. J. Mach. Learn. Res. 17 (2016)
Sihem Amer-Yahia, Éric Gaussier, Vincent Leroy, Julien Pilourdault, Ria Mae Borromeo, Motomichi Toyama
Task Composition in Crowdsourcing. DSAA (2016)
Théo Trouillon, Johannes Welbl, Sebastian Riedel, Éric Gaussier, Guillaume Bouchard
Complex Embeddings for Simple Link Prediction. ICML (2016)
Ahlem Bouziri, Chiraz Latiri, Éric Gaussier
Expansion de requêtes par apprentissage. CORIA-CIFED (2016)
Georgios Balikas, Hesam Amoualian, Marianne Clausel, Éric Gaussier, Massih-Reza Amini
Modeling topic dependencies in semantically coherent text spans with copulas. COLING (2016)
Maria-Irina Nicolae, Éric Gaussier, Amaury Habrard, Marc Sebban
Similarity Learning for Time Series Classification. CoRR (2016)
Seyed Hamid Mirisaee, Éric Gaussier, Alexandre Termier
binary matrix factorization. Intell. Data Anal. 20 (4) (2016)
George Tsatsaronis, Georgios Balikas, Prodromos Malakasiotis, Ioannis Partalas, Matthias Zschunke, Michael R. Alvers, Dirk Weissenborn, Anastasia Krithara, Sergios Petridis, Dimitris Polychronopoulos, Yannis Almirantis, John Pavlopoulos, Nicolas Baskiotis, Patrick Gallinari, Thierry Artières, Axel-Cyrille Ngonga Ngomo, Norman Heino, Éric Gaussier, Liliana Barrio-Alvers, Michael Schroeder, Ion Androutsopoulos, Georgios Paliouras
An overview of the BIOASQ large-scale biomedical semantic indexing and question answering competition. BMC Bioinform. 16 (2015)
Seyed Hamid Mirisaee, Éric Gaussier, Alexandre Termier
Improved Local Search for Binary Matrix Factorization. AAAI (2015)
Saeid Soheily-Khah, Ahlame Douzal Chouakria, Éric Gaussier
Progressive and Iterative Approaches for Time Series Averaging. AALTD@PKDD/ECML (2015)
Mikhail P. Kuznetsov, Marianne Clausel, Massih-Reza Amini, Éric Gaussier, Vadim V. Strijov
Supervised Topic Classification for Modeling a Hierarchical Conference Structure. ICONIP (1) (2015)
Georgios Balikas, Ioannis Partalas, Éric Gaussier, Rohit Babbar, Massih-Reza Amini
Efficient Model Selection for Regularized Classification by Exploiting Unlabeled Data. IDA (2015)
Maria-Irina Nicolae, Marc Sebban, Amaury Habrard, Éric Gaussier, Massih-Reza Amini
Algorithmic Robustness for Semi-Supervised (ε, γ, τ) -Good Metric Learning. ICONIP (1) (2015)
Bikash Joshi, Massih-Reza Amini, Ioannis Partalas, Liva Ralaivola, Nicolas Usunier, Éric Gaussier
On Binary Reduction of Large-Scale Multiclass Classification Problems. IDA (2015)
Saeid Soheily-Khah, Ahlame Douzal Chouakria, Éric Gaussier
A Comparison of Progressive and Iterative Centroid Estimation Approaches Under Time Warp. AALTD@PKDD/ECML (Revised Selected Papers) (2015)
Mohamed Chebel, Chiraz Latiri, Éric Gaussier
Extraction of Interlingual Documents Clusters Based on Closed Concepts Mining. KES (2015)
Parantapa Goswami, Massih-Reza Amini, Éric Gaussier
Study of Heuristic IR Constraints Under Function Discovery Framework. ICTIR (2015)
Mohamed Chebel, Chiraz Latiri, Éric Gaussier
Multilingual Documents Clustering Based on Closed Concepts Mining. DEXA (1) (2015)
Éric Gaussier, Sylvie Calabretto
Introduction. Document Numérique 18 (2-3) (2015)

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Publication Activity (10 Years)

Top Topics

Top Venues

Éric Gaussier