Protein Representation Learning by Geometric Structure Pretraining
- Zuobai Zhang
- Minghao Xu
- et al.
- 2022
- ICML 2022
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52 results for Aurelie Lozano
Benchmarking deep generative models for diverse antibody sequence design
- Igor Melnyk
- Payel Das
- et al.
- 2021
- NeurIPS 2021
Stratification of TAD boundaries reveals preferential insulation of super-enhancers by strong boundaries
- Yixiao Gong
- Charalampos Lazaris
- et al.
- 2018
- Nature Communications
NeuroPrune: A Neuro-inspired Topological Sparse Training Algorithm for Large Language Models
- Amit Dhurandhar
- Tejaswini Pedapati
- et al.
- 2024
- ACL 2024
Variable-selection emerges on top in empirical comparison of whole-genome complex-trait prediction methods
- David Haws
- Irina Rish
- et al.
- 2015
- PLoS ONE
Convergence and consistency of regularized boosting with weakly dependent observations
- Aurelie C. Lozano
- Sanjeev R. Kulkarni
- et al.
- 2014
- IEEE Trans. Inf. Theory
Learning Granger Causality from Instance-wise Self-attentive Hawkes Processes
- Dongxia Wu
- Ide-San Ide
- et al.
- 2024
- AISTATS 2024
Direction Aware Positional and Structural Encoding for Directed Graph Neural Networks
- Yonas Sium
- Georgios Kollias
- et al.
- 2023
- ICASSP 2023
AdaBlock: SGD with Practical Block Diagonal Matrix Adaptation for Deep Learning
- Jihun Yun
- Aurelie C. Lozano
- et al.
- 2022
- AISTATS 2022
On extensions of clever: A neural network robustness evaluation algorithm
- Tsui Wei Weng
- Huan Zhang
- et al.
- 2018
- GlobalSIP 2018