Hierarchical Part-Based Visual Object Categorization. - Guillaume Bouchard; Bill Triggs (CVPR (1), 2005)

Probabilistic Latent Clustering of Device Usage. - Jean-Marc Andreoli; Guillaume Bouchard (IDA, 2005)

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). - Guillaume Bouchard (2005)

Selection of Generative Models in Classification. - Guillaume Bouchard; Gilles Celeux (IEEE Trans. Pattern Anal. Mach. Intell., 2006)

Bias-variance tradeoff in hybrid generative-discriminative models. - Guillaume Bouchard (ICMLA, 2007)

Soft Failure Detection Using Factorial Hidden Markov Models. - Guillaume Bouchard; Jean-Marc Andreoli (ICMLA, 2007)

Split variational inference. - Guillaume Bouchard; Onno Zoeter (ICML, 2009)

Asymptotically Optimal Regularization in Smooth Parametric Models. - Percy Liang; Francis R. Bach; Guillaume Bouchard; Michael I. Jordan (NIPS, 2009)

Named Entity Generation Using Sampling-based Structured Prediction. - Guillaume Bouchard (INLG, 2010)

Variational bounds for mixed-data factor analysis. - Mohammad Emtiyaz Khan; Benjamin M. Marlin; Guillaume Bouchard; Kevin P. Murphy (NIPS, 2010)

Spare Time Activity Sheets from Photo Albums. - Gabriela Csurka; Guillaume Bouchard; Marco Bressan 003 (J. Virtual Real. Broadcast., 2010)

Opinion Formation in the Social Web: Agent-Based Simulations of Opinion Convergence and Divergence. - Pawel Sobkowicz; Michael Kaschesky; Guillaume Bouchard (ADMI, 2011)

Mail2Wiki: low-cost sharing and early curation from email to wikis. - Benjamin V. Hanrahan; Guillaume Bouchard; Gregorio Convertino; Thiébaud Weksteen; Nicholas Kong; Cédric Archambeau; Ed H. Chi (C&T, 2011)

Opinion mining in social media: modeling, simulating, and visualizing political opinion formation in the web. - Michael Kaschesky; Pawel Sobkowicz; Guillaume Bouchard (DG.O, 2011)

Mail2Wiki: posting and curating Wiki content from email. - Benjamin V. Hanrahan; Thiébaud Weksteen; Nicholas Kong; Gregorio Convertino; Guillaume Bouchard; Cédric Archambeau; Ed H. Chi (IUI, 2011)

User and device localization using probabilistic device log trilateration. - Guillaume Bouchard; Luis R. Ulloa; Jean-Marc Andreoli; Victor Ciriza; Onno Zoeter (MLSP, 2011)

Cloud-Based Event-Processing Architecture for Opinion Mining. - Stella Gatziu Grivas; Marc Schaaf; Michael Kaschesky; Guillaume Bouchard (SERVICES, 2011)

Robust Bayesian Matrix Factorisation. - Balaji Lakshminarayanan; Guillaume Bouchard; Cédric Archambeau (AISTATS, 2011)

System Learning of User Interactions. - Michael Kaschesky; Guillaume Bouchard; Stephane Gamard; Adrian Gschwend; Patrick Furrer; Reinhard Riedl (AMCIS, 2012)

Aid to regional development agencies: finding and matching research funding opportunities. - Michael Kaschesky; Adrian Gschwend; Guillaume Bouchard; Patrick Furrer; Stephane Gamard; Reinhard Riedl (DG.O, 2012)

Exact Sampling and Decoding in High-Order Hidden Markov Models. - Simon Carter; Marc Dymetman; Guillaume Bouchard (EMNLP-CoNLL, 2012)

Multi-device Power-saving - An Investigation in Energy Consumption Optimisation. - Jean-Marc Andreoli; Guillaume Bouchard (ICINCO (1), 2012)

State of the art in photon density estimation. - 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 (SIGGRAPH Courses, 2012)

The OS* Algorithm: a Joint Approach to Exact Optimization and Sampling - Marc Dymetman; Guillaume Bouchard; Simon Carter (CoRR, 2012)

Opinion mining in social media: Modeling, simulating, and forecasting political opinions in the web. - Pawel Sobkowicz; Michael Kaschesky; Guillaume Bouchard (Gov. Inf. Q., 2012)

Fast Variational Bayesian Inference for Non-Conjugate Matrix Factorization Models. - Matthias W. Seeger; Guillaume Bouchard (AISTATS, 2012)

Convex Collective Matrix Factorization. - Guillaume Bouchard; Dawei Yin; Shengbo Guo (AISTATS, 2013)

Structured Penalties for Log-Linear Language Models. - Anil Kumar Nelakanti; Cédric Archambeau; Julien Mairal; Francis R. Bach; Guillaume Bouchard (EMNLP, 2013)

Bringing Representativeness into Social Media Monitoring and Analysis. - Michael Kaschesky; Pawel Sobkowicz; José Miguel Hernández-Lobato; Guillaume Bouchard; Cédric Archambeau; Nicolas Scharioth; Robert Manchin; Adrian Gschwend; Reinhard Riedl (HICSS, 2013)

Error Prediction with Partial Feedback. - William Darling; Cédric Archambeau; Shachar Mirkin; Guillaume Bouchard (ECML/PKDD (2), 2013)

Improving robustness of Monte-Carlo global illumination with directional regularization. - Guillaume Bouchard; Jean-Claude Iehl; Victor Ostromoukhov; Pierre Poulin (SIGGRAPH ASIA Technical Briefs, 2013)

Connecting comments and tags: improved modeling of social tagging systems. - Dawei Yin; Shengbo Guo; Boris Chidlovskii; Brian D. Davison 001; Cédric Archambeau; Guillaume Bouchard (WSDM, 2013)

Iterative Splits of Quadratic Bounds for Scalable Binary Tensor Factorization. - Beyza Ermis; Guillaume Bouchard (UAI, 2014)

Overlapping Trace Norms in Multi-View Learning. - Behrouz Behmardi; Cédric Archambeau; Guillaume Bouchard (CoRR, 2014)

Group-sparse Embeddings in Collective Matrix Factorization. - Arto Klami; Guillaume Bouchard; Abhishek Tripathi (ICLR, 2014)

On Approximate Reasoning Capabilities of Low-Rank Vector Spaces. - Guillaume Bouchard; Sameer Singh 001; Théo Trouillon (AAAI Spring Symposia, 2015)

Matrix and Tensor Factorization Methods for Natural Language Processing. - Guillaume Bouchard; Jason Naradowsky; Sebastian Riedel 001; Tim Rocktäschel; Andreas Vlachos 001 (ACL (Tutorial Abstracts), 2015)

Towards Two-Way Interaction with Reading Machines. - Sebastian Riedel 001; Sameer Singh 001; Guillaume Bouchard; Tim Rocktäschel; Vicente Iván Sánchez Carmona (SLSP, 2015)

Approximate Inference with the Variational Holder Bound. - Guillaume Bouchard; Balaji Lakshminarayanan (CoRR, 2015)

Accelerating Stochastic Gradient Descent via Online Learning to Sample. - Guillaume Bouchard; Théo Trouillon; Julien Perez; Adrien Gaidon (CoRR, 2015)

Latent IBP Compound Dirichlet Allocation. - Cédric Archambeau; Balaji Lakshminarayanan; Guillaume Bouchard (IEEE Trans. Pattern Anal. Mach. Intell., 2015)

A Factorization Machine Framework for Testing Bigram Embeddings in Knowledgebase Completion. - Johannes Welbl; Guillaume Bouchard; Sebastian Riedel 001 (AKBC@NAACL-HLT, 2016)

SentiHood: Targeted Aspect Based Sentiment Analysis Dataset for Urban Neighbourhoods. - Marzieh Saeidi; Guillaume Bouchard; Maria Liakata; Sebastian Riedel 001 (COLING, 2016)

Learning to Generate Textual Data. - Guillaume Bouchard; Pontus Stenetorp; Sebastian Riedel 001 (EMNLP, 2016)

Complex Embeddings for Simple Link Prediction. - Théo Trouillon; Johannes Welbl; Sebastian Riedel 001; Éric Gaussier; Guillaume Bouchard (ICML, 2016)

Defining Words with Words: Beyond the Distributional Hypothesis. - Iuliana-Elena Parasca; Andreas Lukas Rauter; Jack Roper; Aleksandar Rusinov; Guillaume Bouchard; Sebastian Riedel 001; Pontus Stenetorp (RepEval@ACL, 2016)

Orthogonality regularizer for question answering. - Chunyang Xiao; Guillaume Bouchard; Marc Dymetman; Claire Gardent (*SEM@ACL, 2016)

Knowledge Graph Completion via Complex Tensor Factorization. - Théo Trouillon; Christopher R. Dance; Éric Gaussier; Johannes Welbl; Sebastian Riedel 001; Guillaume Bouchard (J. Mach. Learn. Res., 2017)

Interpretation of Natural Language Rules in Conversational Machine Reading. - Marzieh Saeidi; Max Bartolo; Patrick Lewis 001; Sameer Singh 001; Tim Rocktäschel; Mike Sheldon; Guillaume Bouchard; Sebastian Riedel 001 (EMNLP, 2018)

Smilei : A collaborative, open-source, multi-purpose particle-in-cell code for plasma simulation. - Julien Derouillat; Arnaud Beck; Frédéric Pérez; Tommaso Vinci; M. Chiaramello; Anna Grassi; M. Flé; Guillaume Bouchard; I. Plotnikov; Nicolas Aunai; J. Dargent; C. Riconda; et al. (Comput. Phys. Commun., 2018)

Adaptive Multi-view Path Tracing. - Basile Fraboni; Jean-Claude Iehl; Vincent Nivoliers; Guillaume Bouchard (EGSR (DL/I), 2019)

ROME 2019: Workshop on Reducing Online Misinformation Exposure. - Guillaume Bouchard; Guido Caldarelli; Vassilis Plachouras (SIGIR, 2019)

On Inductive Abilities of Latent Factor Models for Relational Learning. - Théo Trouillon; Éric Gaussier; Christopher R. Dance; Guillaume Bouchard (J. Artif. Intell. Res., 2019)

Detecting Abusive Language on Online Platforms: A Critical Analysis. - Preslav Nakov; Vibha Nayak; Kyle Dent; Ameya Bhatawdekar; Sheikh Muhammad Sarwar; Momchil Hardalov; Yoan Dinkov; Dimitrina Zlatkova; Guillaume Bouchard; Isabelle Augenstein (CoRR, 2021)

Simple adaptations to speed-up the Particle-In-Cell code Smilei on the ARM-based Fujitsu A64FX processor. - Mathieu Lobet; Francesco Massimo; Arnaud Beck; Guillaume Bouchard; Frédéric Pérez; Tommaso Vinci; Mickael Grech (HPC Asia Workshops, 2022)

A task programming implementation for the particle in cell code smilei. - Francesco Massimo; Mathieu Lobet; Julien Derouillat; Arnaud Beck; Guillaume Bouchard; Mickael Grech; Frédéric Pérez; Tommaso Vinci (PASC, 2022)

Detecting Harmful Content on Online Platforms: What Platforms Need vs. Where Research Efforts Go. - Arnav Arora; Preslav Nakov; Momchil Hardalov; Sheikh Muhammad Sarwar; Vibha Nayak; Yoan Dinkov; Dimitrina Zlatkova; Kyle Dent; Ameya Bhatawdekar; Guillaume Bouchard; Isabelle Augenstein (ACM Comput. Surv., 2024)

Perfectly Matched Layers implementation for E-H fields and complex wave envelope propagation in the Smilei PIC code. - Guillaume Bouchard; Arnaud Beck; Francesco Massimo; Arnd Specka (Comput. Phys. Commun., 2025)