Alex Lambert

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 12

Top Topics

Regression Algorithm

Infinite Dimensional

Kernel Machines

Top Venues

Publications

Qinghua Tao, Francesco Tonin, Alex Lambert, Yingyi Chen, Panagiotis Patrinos, Johan A. K. Suykens
Learning in Feature Spaces via Coupled Covariances: Asymmetric Kernel SVD and Nyström method. CoRR (2024)
Francesco Tonin, Alex Lambert, Panagiotis Patrinos, Johan A. K. Suykens
Extending Kernel PCA through Dualization: Sparsity, Robustness and Fast Algorithms. ICML (2023)
Francesco Tonin, Alex Lambert, Panagiotis Patrinos, Johan A. K. Suykens
Extending Kernel PCA through Dualization: Sparsity, Robustness and Fast Algorithms. CoRR (2023)
Alex Lambert, Dimitri Bouche, Zoltán Szabó, Florence d'Alché-Buc
Functional Output Regression with Infimal Convolution: Exploring the Huber and ε-insensitive Losses. ICML (2022)
Alex Lambert, Dimitri Bouche, Zoltán Szabó, Florence d'Alché-Buc
Functional Output Regression with Infimal Convolution: Exploring the Huber and ε-insensitive Losses. CoRR (2022)
Alex Lambert, Sanjeel Parekh, Zoltán Szabó, Florence d'Alché-Buc
Emotion Transfer Using Vector-Valued Infinite Task Learning. CoRR (2021)
Pierre Laforgue, Alex Lambert, Luc Brogat-Motte, Florence d'Alché-Buc
Duality in RKHSs with Infinite Dimensional Outputs: Application to Robust Losses. ICML (2020)
Pierre Laforgue, Alex Lambert, Luc Motte, Florence d'Alché-Buc
On the Dualization of Operator-Valued Kernel Machines. CoRR (2019)
Romain Brault, Alex Lambert, Zoltán Szabó, Maxime Sangnier, Florence d'Alché-Buc
Infinite Task Learning in RKHSs. AISTATS (2019)
Romain Brault, Alex Lambert, Zoltán Szabó, Maxime Sangnier, Florence d'Alché-Buc
Infinite-Task Learning with Vector-Valued RKHSs. CoRR (2018)
Alex Lambert
Disaster Data Assemblages: Five Perspectives on Social Media and Communities in Response and Recovery. HICSS (2016)
Alex Lambert
Intimacy and social capital on Facebook: Beyond the psychological perspective. New Media Soc. 18 (11) (2016)