Thomas Peel

According to our database, Thomas Peel authored at least 8 papers between 2010 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2021

A Framework Using Contrastive Learning for Classification with Noisy Labels.

Madalina Ciortan, Romain Dupuis, Thomas Peel

Data, 2021

DAEMA: Denoising Autoencoder with Mask Attention.

Simon Tihon, Muhammad Usama Javaid, Damien Fourure, Nicolas Posocco, Thomas Peel

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2021, 2021

2019

STRASS: A Light and Effective Method for Extractive Summarization Based on Sentence Embeddings.

Léo Bouscarrat, Antoine Bonnefoy, Thomas Peel, Cécile Pereira

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2015

Distributed frank-wolfe under pipelined stale synchronous parallelism.

Nam-Luc Tran, Thomas Peel, Sabri Skhiri

Proceedings of the 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29, 2015

2013

Algorithmes de Poursuite Stochastiques et Inégalités de Concentration Empiriques pour l'Apprentissage Statistique. (Stochastic Pursuit Algorithms and Empirical Concentration Inequalities for Machine Learning).

Thomas Peel

PhD thesis, 2013

2012

Matching pursuit with stochastic selection.

Thomas Peel, Valentin Emiya, Liva Ralaivola, Sandrine Anthoine

Proceedings of the 20th European Signal Processing Conference, 2012

2011

Stochastic Low-Rank Kernel Learning for Regression.

Pierre Machart, Thomas Peel, Sandrine Anthoine, Liva Ralaivola, Hervé Glotin

Proceedings of the 28th International Conference on Machine Learning, 2011

2010

Empirical Bernstein Inequalities for U-Statistics.

Thomas Peel, Sandrine Anthoine, Liva Ralaivola

Proceedings of the Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, 2010