Denise: Deep Robust Principal Component Analysis for Positive Semidefinite Matrices.

Calypso Herrera

Calypso Herrera Florian Krach Anastasis Kratsios Pierre Ruyssen Josef Teichmann Denise: Deep Robust Principal Component Analysis for Positive Semidefinite Matrices. 2023 2023 Trans. Mach. Learn. Res. https://openreview.net/forum?id=D45gGvUZp2 db/journals/tmlr/tmlr2023.html#HerreraKKRT23

Michel Baes Calypso Herrera Ariel Neufeld Pierre Ruyssen Low-Rank Plus Sparse Decomposition of Covariance Matrices Using Neural Network Parametrization. 171-185 2023 34 IEEE Trans. Neural Networks Learn. Syst. 1 https://doi.org/10.1109/TNNLS.2021.3091598 db/journals/tnn/tnn34.html#BaesHNR23

Calypso Herrera Florian Krach Josef Teichmann Neural Jump Ordinary Differential Equations: Consistent Continuous-Time Prediction and Filtering. 2021 ICLR https://openreview.net/forum?id=JFKR3WqwyXR conf/iclr/2021 db/conf/iclr/iclr2021.html#HerreraKT21

Calypso Herrera Florian Krach Pierre Ruyssen Josef Teichmann Optimal Stopping via Randomized Neural Networks. 2021 abs/2104.13669 CoRR https://arxiv.org/abs/2104.13669 db/journals/corr/corr2104.html#abs-2104-13669

Calypso Herrera Florian Krach Josef Teichmann Estimating Full Lipschitz Constants of Deep Neural Networks. 2020 abs/2004.13135 CoRR https://arxiv.org/abs/2004.13135 db/journals/corr/corr2004.html#abs-2004-13135

Calypso Herrera Florian Krach Josef Teichmann Denise: Deep Learning based Robust PCA for Positive Semidefinite Matrices. 2020 abs/2004.13612 CoRR https://arxiv.org/abs/2004.13612 db/journals/corr/corr2004.html#abs-2004-13612

Calypso Herrera Florian Krach Josef Teichmann Theoretical Guarantees for Learning Conditional Expectation using Controlled ODE-RNN. 2020 abs/2006.04727 CoRR https://arxiv.org/abs/2006.04727 db/journals/corr/corr2006.html#abs-2006-04727

Michel Baes Calypso Herrera Ariel Neufeld Pierre Ruyssen Low-Rank plus Sparse Decomposition of Covariance Matrices using Neural Network Parametrization. 2019 abs/1908.00461 CoRR http://arxiv.org/abs/1908.00461 db/journals/corr/corr1908.html#abs-1908-00461

Michel Baes Florian Krach Anastasis Kratsios Ariel Neufeld Pierre Ruyssen Josef Teichmann