Silvia Chiappa

Publications by Year

Research Areas

Bayesian Modeling and Causal Inference, EEG and Brain-Computer Interfaces, Gaussian Processes and Bayesian Inference, Neural dynamics and brain function, Blind Source Separation Techniques

Most-Cited Works

• → Fairness in Machine Learning(2020)296 cited
• → Recurrent Environment Simulators(2017)105 cited
• HMM and IOHMM Modeling of EEG Rhythms for Asynchronous BCI Systems(2004)
• → Causal Reasoning from Meta-reinforcement Learning(2019)74 cited
• Movement extraction by detecting dynamics switches and repetitions(2010)
• → Unified Inference for Variational Bayesian Linear Gaussian State-Space Models(2007)48 cited
• → A General Approach to Fairness with Optimal Transport(2020)42 cited
• → Wasserstein Fair Classification(2019)38 cited