Cyril de Bodt
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
19
Venues
3
Active years
2018–2026
Best venue rank
B
Where they publish
Papers
19 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | ESANN | Fairness in machine learning: A Compact Survey. | Jeremy de Bodt, Dounia Mulders, Cyril de Bodt, John A. Lee, Marco Saerens |
| 2026 | ESANN | Interpretable Parametric Neighbour Embedding. | Edouard Couplet, Pierre Lambert, Michel Verleysen, John A. Lee, Cyril de Bodt |
| 2026 | ESANN | Multi-Scale Stochastic Neighbor Embedding with Twice Adaptive Bandwidths. | John A. Lee, Pierre Lambert, Edouard Couplet, Pierre Merveille, Dounia Mulders, Cyril de Bodt, Michel Verleysen |
| 2025 | ESANN | Can MDS rival with t-SNE by using the symmetric Kullback-Leibler divergence\\ across neighborhoods as a pseudo-distance? | John A. Lee, Pierre Lambert, Edouard Couplet, Pierre Merveille, Ludovic Journaux, Dounia Mulders, Cyril de Bodt, Michel Verleysen |
| 2024 | ESANN | Forget early exaggeration in t-SNE: early hierarchization preserves global structure. | John A. Lee, Edouard Couplet, Pierre Lambert, Ludovic Journaux, Dounia Mulders, Cyril de Bodt, Michel Verleysen |
| 2024 | ESANN | Estimated neighbour sets and smoothed sampled global interactions are sufficient for a fast approximate tSNE. | Pierre Lambert, Edouard Couplet, Cyril de Bodt, John A. Lee |
| 2023 | ESANN | Fine-tuning is not (always) overfitting artifacts. | Jrmie Bogaert, Emmanuel Jean, Cyril de Bodt, Franois-Xavier Standaert |
| 2023 | ESANN | Don't skip the skips: autoencoder skip connections improve latent representation discrepancy for anomaly detection. | Anne-Sophie Collin, Cyril de Bodt, Dounia Mulders, Christophe De Vleeschouwer |
| 2023 | ESANN | On the number of latent representations in deep neural networks for tabular data. | Edouard Couplet, Pierre Lambert, Michel Verleysen, John A. Lee, Cyril de Bodt |
| 2023 | ESANN | Nesterov momentum and gradient normalization to improve t-SNE convergence and neighborhood preservation, without early exaggeration. | Pierre Lambert, John A. Lee, Edouard Couplet, Cyril de Bodt |
| 2022 | CIKM | Globally local and fast explanations of t-SNE-like nonlinear embeddings. | Pierre Lambert, Rebecca Marion, Julien Albert, Emmanuel Jean, Sacha Corbugy, Cyril de Bodt |
| 2021 | ESANN | Stochastic quartet approach for fast multidimensional scaling. | Pierre Lambert, Cyril de Bodt, Michel Verleysen, John A. Lee |
| 2021 | ESANN | Impact of data subsamplings in Fast Multi-Scale Neighbor Embedding. | Pierre Lambert, John A. Lee, Michel Verleysen, Cyril de Bodt |
| 2020 | ESANN | Perplexity-free Parametric t-SNE. | Francesco Crecchi, Cyril de Bodt, Michel Verleysen, John A. Lee, Davide Bacciu |
| 2019 | ESANN | Class-aware t-SNE: cat-SNE. | Cyril de Bodt, Dounia Mulders, Daniel Lpez Snchez, Michel Verleysen, John A. Lee |
| 2019 | ESANN | Tensor factorization to extract patterns in multimodal EEG data. | Dounia Mulders, Cyril de Bodt, Nicolas Lejeune, John A. Lee, Andr Mouraux, Michel Verleysen |
| 2018 | ESANN | Perplexity-free t-SNE and twice Student tt-SNE. | Cyril de Bodt, Dounia Mulders, Michel Verleysen, John A. Lee |
| 2018 | ESANN | Extensive assessment of Barnes-Hut t-SNE. | Cyril de Bodt, Dounia Mulders, Michel Verleysen, John A. Lee |
| 2018 | ICONIP | Linear Periodic Discriminant Analysis of Multidimensional Signals. | Dounia Mulders, Cyril de Bodt, Nicolas Lejeune, Andr Mouraux, Michel Verleysen |