Publications

52 results for Aurelie Lozano

Directed Graph Auto-Encoders
- - Georgios Kollias
  - Vasileios Kalantzis
  - et al.
- 2022
- AAAI 2022
AdaBlock: SGD with Practical Block Diagonal Matrix Adaptation for Deep Learning
- - Jihun Yun
  - Aurelie C. Lozano
  - et al.
- 2022
- AISTATS 2022
Adaptive Proximal Gradient Methods for Structured Neural Networks
- - Jihun Yun
  - Aurelie Lozano
  - et al.
- 2021
- NeurIPS 2021
Benchmarking deep generative models for diverse antibody sequence design
- - Igor Melnyk
  - Payel Das
  - et al.
- 2021
- NeurIPS 2021
A graph Laplacian prior for Bayesian variable selection and grouping
- - Sounak Chakraborty
  - Aurelie C. Lozano
- 2019
- CSDA
Trimming the ₁ regularizer: Statistical analysis, optimization, and applications to deep learning
- - Jihun Yun
  - Peng Zheng
  - et al.
- 2019
- ICML 2019
On extensions of clever: A neural network robustness evaluation algorithm
- - Tsui Wei Weng
  - Huan Zhang
  - et al.
- 2018
- GlobalSIP 2018
Stratification of TAD boundaries reveals preferential insulation of super-enhancers by strong boundaries
- - Yixiao Gong
  - Charalampos Lazaris
  - et al.
- 2018
- Nature Communications
A general family of trimmed estimators for robust high-dimensional data analysis
- - Eunho Yang
  - Aurelie C. Lozano
  - et al.
- 2018
- Electronic Journal of Statistics
Generalized Kalman smoothing: Modeling and algorithms
- - Aleksandr Y. Aravkin
  - James V. Burke
  - et al.
- 2017
- Automatica