VBA: A Probabilistic Treatment of Nonlinear Models for Neurobiological and Behavioural Data. - Jean Daunizeau; Vincent Adam; Lionel Rigoux (PLoS Comput. Biol., 2014)

Scalable transformed additive signal decomposition by non-conjugate Gaussian process inference. - Vincent Adam; James Hensman; Maneesh Sahani (MLSP, 2016)

Modelling the dynamics of integrating context into perception: in good and in poor readers. - Itay Lieder; Vincent Adam; Maneesh Sahani; Merav Ahissar (CogSci, 2017)

Structured Variational Inference for Coupled Gaussian Processes. - Vincent Adam (CoRR, 2017)

Discrete flow posteriors for variational inference in discrete dynamical systems. - Laurence Aitchison; Vincent Adam; Srinivas C. Turaga (CoRR, 2018)

Scalable GAM using sparse variational Gaussian processes. - Vincent Adam; Nicolas Durrande; S. T. John (CoRR, 2018)

Banded Matrix Operators for Gaussian Markov Models in the Automatic Differentiation Era. - Nicolas Durrande; Vincent Adam; Lucas Bordeaux; Stefanos Eleftheriadis; James Hensman (AISTATS, 2019)

Disentangled Skill Embeddings for Reinforcement Learning. - Janith C. Petangoda; Sergio Pascual-Diaz; Vincent Adam; Peter Vrancx; Jordi Grau-Moya (CoRR, 2019)

Doubly Sparse Variational Gaussian Processes. - Vincent Adam; Stefanos Eleftheriadis; Artem Artemev; Nicolas Durrande; James Hensman (AISTATS, 2020)

A Framework for Interdomain and Multioutput Gaussian Processes. - Mark van der Wilk; Vincent Dutordoir; S. T. John; Artem Artemev; Vincent Adam; James Hensman (CoRR, 2020)

Sparse Algorithms for Markovian Gaussian Processes. - William J. Wilkinson; Arno Solin; Vincent Adam (AISTATS, 2021)

Dual Parameterization of Sparse Variational Gaussian Processes. - Vincent Adam; Paul E. Chang; Mohammad Emtiyaz Khan; Arno Solin (NeurIPS, 2021)

Bellman: A Toolbox for Model-Based Reinforcement Learning in TensorFlow. - John McLeod; Hrvoje Stojic; Vincent Adam; Dongho Kim; Jordi Grau-Moya; Peter Vrancx; Felix Leibfried (CoRR, 2021)

Variational Gaussian Process Diffusion Processes. - Prakhar Verma; Vincent Adam; Arno Solin (AISTATS, 2024)