Silvia Chiappa

1.1k total citations
25 papers, 225 citations indexed

About

Silvia Chiappa is a scholar working on Artificial Intelligence, Signal Processing and Cognitive Neuroscience. According to data from OpenAlex, Silvia Chiappa has authored 25 papers receiving a total of 225 indexed citations (citations by other indexed papers that have themselves been cited), including 14 papers in Artificial Intelligence, 9 papers in Signal Processing and 8 papers in Cognitive Neuroscience. Recurrent topics in Silvia Chiappa's work include EEG and Brain-Computer Interfaces (8 papers), Neural dynamics and brain function (6 papers) and Blind Source Separation Techniques (5 papers). Silvia Chiappa is often cited by papers focused on EEG and Brain-Computer Interfaces (8 papers), Neural dynamics and brain function (6 papers) and Blind Source Separation Techniques (5 papers). Silvia Chiappa collaborates with scholars based in United Kingdom, Germany and United States. Silvia Chiappa's co-authors include Samy Bengio, Jan Peters, David Barber, Jens Kober, Tom Stepleton, Heinrich Jiang, Aldo Pacchiano, John Aslanides, R. Jané and J. Mouriño and has published in prestigious journals such as Proceedings of the National Academy of Sciences, Neurocomputing and IEEE Signal Processing Letters.

In The Last Decade

Silvia Chiappa

24 papers receiving 208 citations

Peers

Countries citing papers authored by Silvia Chiappa

Since Specialization

Citations

This map shows the geographic impact of Silvia Chiappa's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Silvia Chiappa with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Silvia Chiappa more than expected).

Fields of papers citing papers by Silvia Chiappa

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Silvia Chiappa. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Silvia Chiappa. The network helps show where Silvia Chiappa may publish in the future.

Co-authorship network of co-authors of Silvia Chiappa

This figure shows the co-authorship network connecting the top 25 collaborators of Silvia Chiappa. A scholar is included among the top collaborators of Silvia Chiappa based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Silvia Chiappa. Silvia Chiappa is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

#	Work	Indexed citations
1	Perceptual interventions ameliorate statistical discrimination in learning agents 2025 ·Proceedings of the National Academy of Sciences ·Edgar A. Duéñez‐Guzmán, Ramona Comanescu, (unknown), Kevin R. McKee, Ben Coppin, Suzanne Sadedin, Silvia Chiappa, Alexander Sasha Vezhnevets, Michiel A. Bakker, Yoram Bachrach, William Isaac, Karl Tuyls, Joel Z. Leibo	2
2	BIG-Bench Extra Hard 2025 ·Mehran Kazemi, (unknown), (unknown), John Palowitch, (unknown), (unknown), (unknown), (unknown), (unknown), Peter Chen, (unknown), (unknown), Xin Liu, (unknown), Silvia Chiappa, (unknown), Yi Tay, Vinh Q. Tran, Quoc V. Le, Orhan Fırat	3
3	Why Fair Labels Can Yield Unfair Predictions: Graphical Conditions for Introduced Unfairness 2022 ·Proceedings of the AAAI Conference on Artificial Intelligence ·(unknown), Ryan M. Carey, Silvia Chiappa, Tom Everitt	4
4	A General Approach to Fairness with Optimal Transport 2020 ·Proceedings of the AAAI Conference on Artificial Intelligence ·Silvia Chiappa, (unknown), Tom Stepleton, Aldo Pacchiano, Heinrich Jiang, John Aslanides	19
5	Wasserstein Fair Classification 2019 ·Uncertainty in Artificial Intelligence ·(unknown), Aldo Pacchiano, Tom Stepleton, Heinrich Jiang, Silvia Chiappa	5
6	Recurrent Environment Simulators 2017 ·International Conference on Learning Representations ·Silvia Chiappa, Sébastien Racanière, Daan Wierstra, Shakir Mohamed	9
7	Explicit-Duration Markov Switching Models 2014 ·arXiv (Cornell University) ·Silvia Chiappa	6
8	A probabilistic model of biological ageing of the lungs for analysing the effects of smoking, asthma and COPD 2013 ·Respiratory Research ·Silvia Chiappa, John Winn, Ana Viñuela, Hannah Tipney, Timothy D. Spector	1
9	A Bayesian Approach to Graph Regression with Relevant Subgraph Selection 2009 ·Silvia Chiappa, Hiroto Saigo, Koji Tsuda	2
10	Using Bayesian Dynamical Systems for Motion Template Libraries 2008 ·Max Planck Institute for Plasma Physics ·Silvia Chiappa, Jens Kober, Jan Peters	15
11	Unsupervised Bayesian Time-series Segmentation based on Linear Gaussian State-space Models 2008 ·MPG.PuRe (Max Planck Society) ·Silvia Chiappa	1
12	A Bayesian Approach to Switching Linear Gaussian State-Space Models for Unsupervised Time-Series Segmentation 2008 ·Silvia Chiappa	5
13	Bayesian Factorial Linear Gaussian State-Space Models for Biosignal Decomposition 2007 ·IEEE Signal Processing Letters ·Silvia Chiappa, David Barber	4
14	EEG classification using generative independent component analysis 2006 ·Neurocomputing ·Silvia Chiappa, David Barber	24
15	Generative Independent Component Analysis for EEG Classification 2005 ·Infoscience (Ecole Polytechnique Fédérale de Lausanne) ·Silvia Chiappa, David Barber	5
16	Spatial filtering in the training process of a brain computer interface 2005 ·J. Mouriño, José del R. Millán, Febo Cincotti, Silvia Chiappa, R. Jané, Fabio Babiloni	10
17	Generative Temporal ICA for Classification in Asynchronous BCI Systems 2005 ·Infoscience (Ecole Polytechnique Fédérale de Lausanne) ·Silvia Chiappa, David Barber	1
18	HMM and IOHMM Modeling of EEG Rhythms for Asynchronous BCI Systems 2004 ·Infoscience (Ecole Polytechnique Fédérale de Lausanne) ·Silvia Chiappa, Samy Bengio	50
19	Studying Phase Synchrony for Classification of Mental Tasks in Brain Machine Interfaces 2003 ·Infoscience (Ecole Polytechnique Fédérale de Lausanne) ·(unknown), José del R. Millán, Silvia Chiappa, P. Celka	1
20	EVOLUTION OF THE MENTAL STATES OPERATING A BRAIN-COMPUTER INTERFACE 2002 ·Infoscience (Ecole Polytechnique Fédérale de Lausanne) ·J. Mouriño, Silvia Chiappa, R. Jané, José del R. Millán	4

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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