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Cyril de Bodt
Cyril de Bodt
Postdoctoral Fellow - MIT
Geverifieerd e-mailadres voor mit.edu - Homepage
Titel
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Jaar
Perplexity-free t-SNE and twice Student tt-SNE
C de Bodt, D Mulders, M Verleysen, JA Lee
Proc. ESANN, 123-128, 2018
292018
Nonlinear Dimensionality Reduction With Missing Data Using Parametric Multiple Imputations
C de Bodt, D Mulders, M Verleysen, JA Lee
IEEE Transactions on Neural Networks and Learning Systems 30 (4), 1166-1179, 2019
282019
Dynamics of the perception and EEG signals triggered by tonic warm and cool stimulation
D Mulders, C de Bodt, N Lejeune, A Courtin, G Liberati, M Verleysen, ...
Plos one 15 (4), e0231698, 2020
252020
Fast Multiscale Neighbor Embedding
C de Bodt, D Mulders, M Verleysen, JA Lee
IEEE Transactions on Neural Networks and Learning Systems, 2020
172020
Inference of node attributes from social network assortativity
D Mulders, C de Bodt, J Bjelland, A Pentland, M Verleysen, ...
Neural Computing and Applications, 1-21, 2019
172019
Class-aware t-SNE: cat-SNE
C de Bodt, D Mulders, D López-Sánchez, M Verleysen, JA Lee
Proc. ESANN, 409-414, 2019
162019
Perplexity-free Parametric t-SNE
F Crecchi, C de Bodt, M Verleysen, JA Lee, D Bacciu
Proc. ESANN, 387-392, 2020
102020
Tuning Database-Friendly Random Projection Matrices for Improved Distance Preservation on Specific Data
D López-Sánchez, C de Bodt, JA Lee, AG Arrieta, JM Corchado
Applied Intelligence 52 (5), 4927-4939, 2022
82022
Extensive assessment of Barnes-Hut t-SNE
C de Bodt, D Mulders, M Verleysen, JA Lee
Proc. ESANN, 135-140, 2018
72018
Spatial filtering of EEG signals to identify periodic brain activity patterns
D Mulders, C de Bodt, N Lejeune, A Mouraux, M Verleysen
International Conference on Latent Variable Analysis and Signal Separation …, 2018
62018
Improving individual predictions using social networks assortativity
D Mulders, C de Bodt, J Bjelland, AS Pentland, M Verleysen, ...
12th International Workshop on Self-Organizing Maps and Learning Vector …, 2017
62017
Semi-supervised t-SNE with multi-scale neighborhood preservation
W Serna-Serna, C de Bodt, AM Alvarez-Meza, JA Lee, M Verleysen, ...
Neurocomputing 550, 126496, 2023
32023
SQuadMDS: a lean Stochastic Quartet MDS improving global structure preservation in neighbor embedding like t-SNE and UMAP
P Lambert, C de Bodt, M Verleysen, JA Lee
Neurocomputing, 2022
32022
Globally local and fast explanations of t-SNE-like nonlinear embeddings
P Lambert, R Marion, J Albert, E Jean, S Corbugy, C de Bodt
Advances in Interpretable Machine Learning and Artificial Intelligence (AIMLAI), 2022
22022
Stochastic quartet approach for fast multidimensional scaling
P Lambert, C de Bodt, M Verleysen, JA Lee
Proc. ESANN, 417-422, 2021
22021
Tensor factorization to extract patterns in multimodal EEG data
D Mulders, C de Bodt, N Lejeune, JA Lee, A Mouraux, M Verleysen
Proc. ESANN, 601-606, 2019
12019
Linear Periodic Discriminant Analysis of Multidimensional Signals
D Mulders, C de Bodt, N Lejeune, A Mouraux, M Verleysen
International Conference on Neural Information Processing, 476-487, 2018
12018
A framework for quantifiable local and global structure preservation in single-cell dimensionality reduction
D Novak, C de Bodt, P Lambert, JA Lee, S Van Gassen, Y Saeys
bioRxiv, 2023.11. 23.568428, 2023
2023
Fast Multi-scale Neighbor Embedding - fmsne on PyPI
C de Bodt, L Gatto
https://pypi.org/project/fmsne/, 2023
2023
Nesterov momentum and gradient normalization to improve t-SNE convergence and neighborhood preservation, without early exaggeration
P Lambert, JA Lee, E Couplet, C de Bodt
proc. ESANN 1, 77-82, 2023
2023
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Artikelen 1–20