Scaling the iHMM: Parallelization versus Hadoop. - Sébastien Bratières; Jurgen Van Gael; Andreas Vlachos 001; Zoubin Ghahramani (CIT, 2010)

Bayesian Structured Prediction Using Gaussian Processes. - Sébastien Bratières; Novi Quadrianto; Zoubin Ghahramani (CoRR, 2013)

Scalable Gaussian Process Structured Prediction for Grid Factor Graph Applications. - Sébastien Bratières; Novi Quadrianto; Sebastian Nowozin; Zoubin Ghahramani (ICML, 2014)

GPstruct: Bayesian Structured Prediction Using Gaussian Processes. - Sébastien Bratières; Novi Quadrianto; Zoubin Ghahramani (IEEE Trans. Pattern Anal. Mach. Intell., 2015)

Non-parametric Bayesian models for structured output prediction. - Sébastien Bratières (2018)

A Bayesian approach to translators' reliability assessment. - Marco Miccheli; Andrea Tacchella; Andrea Zaccaria; Dario Mazzilli; Sébastien Bratières; Luciano Pietronero (CoRR, 2022)

An Automated End-to-End Open-Source Software for High-Quality Text-to-Speech Dataset Generation. - Ahmet Gunduz; Kamer Ali Yuksel; Kareem Darwish; Golara Javadi; Fabio Minazzi; Nicola Sobieski; Sébastien Bratières (LREC/COLING, 2024)

How to Connect Speech Foundation Models and Large Language Models? What Matters and What Does Not. - Francesco Verdini; Pierfrancesco Melucci; Stefano Perna; Francesco Cariaggi; Marco Gaido; Sara Papi; Szymon Mazurek; Marek Kasztelnik; Luisa Bentivogli; Sébastien Bratières; Paolo Merialdo; Simone Scardapane (CoRR, 2024)

Preserving Privacy in Large Language Models: A Survey on Current Threats and Solutions. - Michele Miranda; Elena Sofia Ruzzetti; Andrea Santilli; Fabio Massimo Zanzotto; Sébastien Bratières; Emanuele Rodolà (Trans. Mach. Learn. Res., 2025)