Alex Lambert

According to our database, Alex Lambert authored at least 9 papers between 2016 and 2023.

Collaborative distances:

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

2023

Extending Kernel PCA through Dualization: Sparsity, Robustness and Fast Algorithms.

Francesco Tonin, Alex Lambert, Panagiotis Patrinos, Johan A. K. Suykens

Proceedings of the International Conference on Machine Learning, 2023

2022

Functional Output Regression with Infimal Convolution: Exploring the Huber and ε-insensitive Losses.

Alex Lambert, Dimitri Bouche, Zoltán Szabó, Florence d'Alché-Buc

Proceedings of the International Conference on Machine Learning, 2022

2021

Emotion Transfer Using Vector-Valued Infinite Task Learning.

Alex Lambert, Sanjeel Parekh, Zoltán Szabó, Florence d'Alché-Buc

CoRR, 2021

2020

Duality in RKHSs with Infinite Dimensional Outputs: Application to Robust Losses.

Pierre Laforgue, Alex Lambert, Luc Brogat-Motte, Florence d'Alché-Buc

Proceedings of the 37th International Conference on Machine Learning, 2020

2019

On the Dualization of Operator-Valued Kernel Machines.

Pierre Laforgue, Alex Lambert, Luc Motte, Florence d'Alché-Buc

CoRR, 2019

Infinite Task Learning in RKHSs.

Romain Brault, Alex Lambert, Zoltán Szabó, Maxime Sangnier, Florence d'Alché-Buc

Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019

2018

Infinite-Task Learning with Vector-Valued RKHSs.

Romain Brault, Alex Lambert, Zoltán Szabó, Maxime Sangnier, Florence d'Alché-Buc

CoRR, 2018

2016

Intimacy and social capital on Facebook: Beyond the psychological perspective.

Alex Lambert

New Media Soc., 2016

Disaster Data Assemblages: Five Perspectives on Social Media and Communities in Response and Recovery.

Alex Lambert

Proceedings of the 49th Hawaii International Conference on System Sciences, 2016