Adaptive Proximal Gradient Methods for Structured Neural Networks
- Jihun Yun
- Aurelie Lozano
- et al.
- 2021
- NeurIPS 2021
Publications
Date
Featured collections
Popular topics
52 results for Aurelie Lozano
Multi-Scale Representation Learning for Protein Fitness Prediction
- Zuobai Zhang
- Pascal Notin
- et al.
- 2024
- NeurIPS 2024
Larimar: Large Language Models with Episodic Memory Control
- 2024
- ICML 2024
Pre-Training Protein Encoder via Siamese Sequence-Structure Diffusion Trajectory Prediction
- Zuobai Zhang
- Minghao Xu
- et al.
- 2023
- NeurIPS 2023
Directed Graph Auto-Encoders
- Georgios Kollias
- Vasileios Kalantzis
- et al.
- 2022
- AAAI 2022
Trimming the 1 regularizer: Statistical analysis, optimization, and applications to deep learning
- Jihun Yun
- Peng Zheng
- et al.
- 2019
- ICML 2019
Sparse + Group-sparse dirty models: Statistical guarantees without unreasonable conditions and a case for non-convexity
- Eunho Yang
- Aurelie C. Lozano
- 2017
- ICML 2017
Neurogenesis-inspired dictionary learning: Online model adaption in a changing world
- Sahil Garg
- Irina Rish
- et al.
- 2017
- ICLR 2017
Closed-form estimators for high-dimensional generalized linear models
- Eunho Yang
- Aurelie C. Lozano
- et al.
- 2015
- NeurIPS 2015
Robust Gaussian Graphical modeling with the Trimmed Graphical Lasso
- Eunho Yang
- Aurelie C. Lozano
- 2015
- NeurIPS 2015