Louizos, Christos

Learning Sparse Neural Networks through $L_0$ Regularization

Louizos, C., Welling, M., & Kingma, D. P. (2017) · arXiv

Advanced Neural Network ApplicationsNeural Networks and Applications

Cited by 628

Up or Down? Adaptive Rounding for Post-Training Quantization

Nagel, M., Amjad, R. A., van Baalen, M., Louizos, C., & Blankevoort, T. (2020) · arXiv

Advanced Neural Network ApplicationsDomain Adaptation and Few-Shot Learning

Cited by 252

Structured and Efficient Variational Deep Learning with Matrix Gaussian Posteriors

Louizos, C., & Welling, M. (2016) · arXiv

Gaussian Processes and Bayesian InferenceNeural Networks and Applications

Cited by 138

Gradient $\ell_1$ Regularization for Quantization Robustness

Alizadeh, M., Behboodi, A., van Baalen, M., Louizos, C., Blankevoort, T., & Welling, M. (2020) · arXiv

Advanced Neural Network ApplicationsStochastic Gradient Optimization Techniques

Cited by 10