Regularized multi-trait multi-locus linear mixed models for genome-wide association studies and genomic selection in crops
- Aurélie C. Lozano
- Hantian Ding
- et al.
- 2023
- BMC Bioinformatics
Publications
55 results for Aurelie Lozano
Direction Aware Positional and Structural Encoding for Directed Graph Neural Networks
- Yonas Sium
- Georgios Kollias
- et al.
- 2023
- ICASSP 2023
Protein Representation Learning by Geometric Structure Pretraining
- Zuobai Zhang
- Minghao Xu
- et al.
- 2022
- ICML 2022
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