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2020 – today
- 2024
[j8]Arnav Arora
, Preslav Nakov, Momchil Hardalov, Sheikh Muhammad Sarwar, Vibha Nayak, Yoan Dinkov, Dimitrina Zlatkova, Kyle Dent, Ameya Bhatawdekar, Guillaume Bouchard, Isabelle Augenstein:
Detecting Harmful Content on Online Platforms: What Platforms Need vs. Where Research Efforts Go. ACM Comput. Surv. 56(3): 72:1-72:17 (2024)- 2022
- [c43]Mathieu Lobet, Francesco Massimo, Arnaud Beck, Guillaume Bouchard, Frédéric Pérez, Tommaso Vinci, Mickael Grech:
Simple adaptations to speed-up the Particle-In-Cell code Smilei on the ARM-based Fujitsu A64FX processor. HPC Asia Workshops 2022: 40-48 - [c42]Francesco Massimo, Mathieu Lobet, Julien Derouillat, Arnaud Beck, Guillaume Bouchard, Mickael Grech, Frédéric Pérez, Tommaso Vinci:
A task programming implementation for the particle in cell code smilei. PASC 2022: 5:1-5:13 - [i12]Francesco Massimo, Mathieu Lobet, Julien Derouillat, Arnaud Beck, Guillaume Bouchard, Mickael Grech, Frédéric Pérez, Tommaso Vinci:
A Task Programming Implementation for the Particle in Cell Code Smilei. CoRR abs/2204.12837 (2022) - 2021
- [i11]Preslav Nakov, Vibha Nayak, Kyle Dent, Ameya Bhatawdekar, Sheikh Muhammad Sarwar, Momchil Hardalov, Yoan Dinkov, Dimitrina Zlatkova, Guillaume Bouchard, Isabelle Augenstein:
Detecting Abusive Language on Online Platforms: A Critical Analysis. CoRR abs/2103.00153 (2021)
2010 – 2019
- 2019
- [j7]Théo Trouillon, Éric Gaussier, Christopher R. Dance, Guillaume Bouchard:
On Inductive Abilities of Latent Factor Models for Relational Learning. J. Artif. Intell. Res. 64: 21-53 (2019) - [c41]Basile Fraboni, Jean-Claude Iehl, Vincent Nivoliers, Guillaume Bouchard:
Adaptive Multi-view Path Tracing. EGSR (DL/I) 2019: 17-25 - [c40]Guillaume Bouchard, Guido Caldarelli, Vassilis Plachouras:
ROME 2019: Workshop on Reducing Online Misinformation Exposure. SIGIR 2019: 1426-1428 - 2018
- [j6]Julien Derouillat, Arnaud Beck, Frédéric Pérez, Tommaso Vinci, M. Chiaramello, Anna Grassi, M. Flé, Guillaume Bouchard, I. Plotnikov, Nicolas Aunai, J. Dargent, C. Riconda, Mickael Grech:
Smilei : A collaborative, open-source, multi-purpose particle-in-cell code for plasma simulation. Comput. Phys. Commun. 222: 351-373 (2018) - [c39]Marzieh Saeidi, Max Bartolo, Patrick S. H. Lewis, Sameer Singh, Tim Rocktäschel, Mike Sheldon, Guillaume Bouchard, Sebastian Riedel:
Interpretation of Natural Language Rules in Conversational Machine Reading. EMNLP 2018: 2087-2097 - [i10]Marzieh Saeidi, Max Bartolo, Patrick S. H. Lewis, Sameer Singh, Tim Rocktäschel, Mike Sheldon, Guillaume Bouchard, Sebastian Riedel:
Interpretation of Natural Language Rules in Conversational Machine Reading. CoRR abs/1809.01494 (2018) - 2017
- [j5]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: 130:1-130:38 (2017) - [i9]Théo Trouillon, Christopher R. Dance, Johannes Welbl, Sebastian Riedel, Éric Gaussier, Guillaume Bouchard:
Knowledge Graph Completion via Complex Tensor Factorization. CoRR abs/1702.06879 (2017) - [i8]Théo Trouillon, Éric Gaussier, Christopher R. Dance, Guillaume Bouchard:
On Inductive Abilities of Latent Factor Models for Relational Learning. CoRR abs/1709.05666 (2017) - 2016
- [c38]Johannes Welbl, Guillaume Bouchard, Sebastian Riedel:
A Factorization Machine Framework for Testing Bigram Embeddings in Knowledgebase Completion. AKBC@NAACL-HLT 2016: 103-107 - [c37]Marzieh Saeidi, Guillaume Bouchard, Maria Liakata, Sebastian Riedel:
SentiHood: Targeted Aspect Based Sentiment Analysis Dataset for Urban Neighbourhoods. COLING 2016: 1546-1556 - [c36]Guillaume Bouchard, Pontus Stenetorp, Sebastian Riedel:
Learning to Generate Textual Data. EMNLP 2016: 1608-1616 - [c35]Théo Trouillon, Johannes Welbl, Sebastian Riedel, Éric Gaussier, Guillaume Bouchard:
Complex Embeddings for Simple Link Prediction. ICML 2016: 2071-2080 - [c34]Iuliana-Elena Parasca, Andreas Lukas Rauter, Jack Roper, Aleksandar Rusinov, Guillaume Bouchard, Sebastian Riedel, Pontus Stenetorp:
Defining Words with Words: Beyond the Distributional Hypothesis. RepEval@ACL 2016: 122-126 - [c33]Chunyang Xiao, Guillaume Bouchard, Marc Dymetman, Claire Gardent:
Orthogonality regularizer for question answering. *SEM@ACL 2016 - [i7]Johannes Welbl, Guillaume Bouchard, Sebastian Riedel:
A Factorization Machine Framework for Testing Bigram Embeddings in Knowledgebase Completion. CoRR abs/1604.05878 (2016) - [i6]Théo Trouillon, Johannes Welbl, Sebastian Riedel, Éric Gaussier, Guillaume Bouchard:
Complex Embeddings for Simple Link Prediction. CoRR abs/1606.06357 (2016) - [i5]Marzieh Saeidi, Guillaume Bouchard, Maria Liakata, Sebastian Riedel:
SentiHood: Targeted Aspect Based Sentiment Analysis Dataset for Urban Neighbourhoods. CoRR abs/1610.03771 (2016) - 2015
- [j4]Cédric Archambeau, Balaji Lakshminarayanan, Guillaume Bouchard:
Latent IBP Compound Dirichlet Allocation. IEEE Trans. Pattern Anal. Mach. Intell. 37(2): 321-333 (2015) - [c32]Guillaume Bouchard, Sameer Singh, Théo Trouillon:
On Approximate Reasoning Capabilities of Low-Rank Vector Spaces. AAAI Spring Symposia 2015 - [c31]Guillaume Bouchard, Jason Naradowsky, Sebastian Riedel, Tim Rocktäschel, Andreas Vlachos:
Matrix and Tensor Factorization Methods for Natural Language Processing. ACL (Tutorial Abstracts) 2015: 16-18 - [c30]Sebastian Riedel, Sameer Singh, Guillaume Bouchard, Tim Rocktäschel, Vicente Iván Sánchez Carmona:
Towards Two-Way Interaction with Reading Machines. SLSP 2015: 1-7 - [i4]Guillaume Bouchard, Balaji Lakshminarayanan:
Approximate Inference with the Variational Holder Bound. CoRR abs/1506.06100 (2015) - [i3]Guillaume Bouchard, Théo Trouillon, Julien Perez, Adrien Gaidon:
Accelerating Stochastic Gradient Descent via Online Learning to Sample. CoRR abs/1506.09016 (2015) - 2014
- [c29]Beyza Ermis, Guillaume Bouchard:
Iterative Splits of Quadratic Bounds for Scalable Binary Tensor Factorization. UAI 2014: 192-199 - [c28]Arto Klami, Guillaume Bouchard, Abhishek Tripathi:
Group-sparse Embeddings in Collective Matrix Factorization. ICLR 2014 - [i2]Behrouz Behmardi, Cédric Archambeau, Guillaume Bouchard:
Overlapping Trace Norms in Multi-View Learning. CoRR abs/1404.6163 (2014) - 2013
- [c27]Guillaume Bouchard, Dawei Yin, Shengbo Guo:
Convex Collective Matrix Factorization. AISTATS 2013: 144-152 - [c26]Anil Kumar Nelakanti, Cédric Archambeau, Julien Mairal, Francis R. Bach, Guillaume Bouchard:
Structured Penalties for Log-Linear Language Models. EMNLP 2013: 233-243 - [c25]Michael Kaschesky, Pawel Sobkowicz, José Miguel Hernández-Lobato, Guillaume Bouchard, Cédric Archambeau, Nicolas Scharioth, Robert Manchin, Adrian Gschwend, Reinhard Riedl:
Bringing Representativeness into Social Media Monitoring and Analysis. HICSS 2013: 2003-2012 - [c24]William Darling, Cédric Archambeau, Shachar Mirkin, Guillaume Bouchard:
Error Prediction with Partial Feedback. ECML/PKDD (2) 2013: 80-94 - [c23]Guillaume Bouchard, Jean-Claude Iehl, Victor Ostromoukhov, Pierre Poulin:
Improving robustness of Monte-Carlo global illumination with directional regularization. SIGGRAPH ASIA Technical Briefs 2013: 22:1-22:4 - [c22]Dawei Yin, Shengbo Guo, Boris Chidlovskii, Brian D. Davison, Cédric Archambeau, Guillaume Bouchard:
Connecting comments and tags: improved modeling of social tagging systems. WSDM 2013: 547-556 - 2012
- [j3]Pawel Sobkowicz, Michael Kaschesky, Guillaume Bouchard:
Opinion mining in social media: Modeling, simulating, and forecasting political opinions in the web. Gov. Inf. Q. 29(4): 470-479 (2012) - [c21]Michael Kaschesky, Guillaume Bouchard, Stephane Gamard, Adrian Gschwend, Patrick Furrer, Reinhard Riedl:
System Learning of User Interactions. AMCIS 2012 - [c20]Michael Kaschesky, Adrian Gschwend, Guillaume Bouchard, Patrick Furrer, Stephane Gamard, Reinhard Riedl:
Aid to regional development agencies: finding and matching research funding opportunities. DG.O 2012: 2-10 - [c19]Simon Carter, Marc Dymetman, Guillaume Bouchard:
Exact Sampling and Decoding in High-Order Hidden Markov Models. EMNLP-CoNLL 2012: 1125-1134 - [c18]Jean-Marc Andreoli, Guillaume Bouchard:
Multi-device Power-saving - An Investigation in Energy Consumption Optimisation. ICINCO (1) 2012: 232-237 - [c17]Toshiya Hachisuka, Wojciech Jarosz, Guillaume Bouchard, Per H. Christensen, Jeppe Revall Frisvad, Wenzel Jakob, Henrik Wann Jensen, Michael Kaschalk, Claude Knaus, Andrew Selle, Ben Spencer:
State of the art in photon density estimation. SIGGRAPH Courses 2012: 6:1-6:469 - [c16]Matthias W. Seeger, Guillaume Bouchard:
Fast Variational Bayesian Inference for Non-Conjugate Matrix Factorization Models. AISTATS 2012: 1012-1018 - [i1]Marc Dymetman, Guillaume Bouchard, Simon Carter:
The OS* Algorithm: a Joint Approach to Exact Optimization and Sampling. CoRR abs/1207.0742 (2012) - 2011
- [c15]Pawel Sobkowicz, Michael Kaschesky, Guillaume Bouchard:
Opinion Formation in the Social Web: Agent-Based Simulations of Opinion Convergence and Divergence. ADMI 2011: 288-303 - [c14]Benjamin V. Hanrahan, Guillaume Bouchard, Gregorio Convertino, Thiébaud Weksteen, Nicholas Kong, Cédric Archambeau, Ed H. Chi:
Mail2Wiki: low-cost sharing and early curation from email to wikis. C&T 2011: 98-107 - [c13]Michael Kaschesky, Pawel Sobkowicz, Guillaume Bouchard:
Opinion mining in social media: modeling, simulating, and visualizing political opinion formation in the web. DG.O 2011: 317-326 - [c12]Benjamin V. Hanrahan, Thiébaud Weksteen, Nicholas Kong, Gregorio Convertino, Guillaume Bouchard, Cédric Archambeau, Ed H. Chi:
Mail2Wiki: posting and curating Wiki content from email. IUI 2011: 441-442 - [c11]Guillaume Bouchard, Luis R. Ulloa, Jean-Marc Andreoli, Victor Ciriza, Onno Zoeter:
User and device localization using probabilistic device log trilateration. MLSP 2011: 1-6 - [c10]Stella Gatziu Grivas, Marc Schaaf, Michael Kaschesky, Guillaume Bouchard:
Cloud-Based Event-Processing Architecture for Opinion Mining. SERVICES 2011: 272-279 - [c9]Balaji Lakshminarayanan, Guillaume Bouchard, Cédric Archambeau:
Robust Bayesian Matrix Factorisation. AISTATS 2011: 425-433 - 2010
- [j2]Gabriela Csurka, Guillaume Bouchard, Marco Bressan:
Spare Time Activity Sheets from Photo Albums. J. Virtual Real. Broadcast. 7 (2010) - [c8]Guillaume Bouchard:
Named Entity Generation Using Sampling-based Structured Prediction. INLG 2010 - [c7]Mohammad Emtiyaz Khan, Benjamin M. Marlin, Guillaume Bouchard, Kevin P. Murphy:
Variational bounds for mixed-data factor analysis. NIPS 2010: 1108-1116
2000 – 2009
- 2009
- [c6]Guillaume Bouchard, Onno Zoeter:
Split variational inference. ICML 2009: 57-64 - [c5]Percy Liang, Francis R. Bach, Guillaume Bouchard, Michael I. Jordan:
Asymptotically Optimal Regularization in Smooth Parametric Models. NIPS 2009: 1132-1140 - 2007
- [c4]Guillaume Bouchard:
Bias-variance tradeoff in hybrid generative-discriminative models. ICMLA 2007: 124-129 - [c3]Guillaume Bouchard, Jean-Marc Andreoli:
Soft Failure Detection Using Factorial Hidden Markov Models. ICMLA 2007: 160-165 - 2006
- [j1]Guillaume Bouchard, Gilles Celeux:
Selection of Generative Models in Classification. IEEE Trans. Pattern Anal. Mach. Intell. 28(4): 544-554 (2006) - 2005
- [b1]Guillaume Bouchard:
Les modèles génératifs en classification supervisée et applications à la catégorisation d'images et à la fiabilité industrielle. (Generative models in supervised statistical learning with applications to digital image categorization and structural reliability). Joseph Fourier University, Grenoble, France, 2005 - [c2]Guillaume Bouchard, Bill Triggs:
Hierarchical Part-Based Visual Object Categorization. CVPR (1) 2005: 710-715 - [c1]Jean-Marc Andreoli, Guillaume Bouchard:
Probabilistic Latent Clustering of Device Usage. IDA 2005: 1-11
Coauthor Index
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