Martin Ester
Simon Fraser University
H-index: 71
North America-Canada
Top articles of Martin Ester
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Phenotype prediction from single-cell RNA-seq data using attention-based neural networks | Bioinformatics | Yuzhen Mao Yen-Yi Lin Nelson KY Wong Stanislav Volik Funda Sar | 2024/2/23 |
scMUSCL: Multi-Source Transfer Learning for Clustering scRNA-seq Data | bioRxiv | Arash Khoeini Funda Sar Yen-Yi Lin Colin Collins Martin Ester | 2024 |
Adversarially Balanced Representation for Continuous Treatment Effect Estimation | Proceedings of the AAAI Conference on Artificial Intelligence | Amirreza Kazemi Martin Ester | 2024/3/24 |
Better Calibration Error Estimation for Reliable Uncertainty Quantification | Shuman Peng Parsa Alamzadeh Martin Ester | 2023/7/19 | |
Clinical Phenotype Prediction From Single-cell RNA-seq Data using Attention-Based Neural Networks | Yuzhen Mao Yen-Yi Lin Nelson Kwan Yin Wong Stanislav Volik Funda Sar | 2023 | |
Graph machine learning in drug discovery | Mohit Pandey Atia Hamidizadeh Mariia Radaeva Michael Fernandez Martin Ester | 2023/1/1 | |
TacoGFN: Target Conditioned GFlowNet for Drug Design | Tony Shen Mohit Pandey Martin Ester | 2023/10/27 | |
IceFormer: Accelerated Inference with Long-Sequence Transformers on CPUs | Yuzhen Mao Martin Ester Ke Li | 2023/10/13 | |
TacoGFN: Target Conditioned GFlowNet for Structure-Based Drug Design | arXiv preprint arXiv:2310.03223 | Tony Shen Mohit Pandey Martin Ester | 2023/10/5 |
Multi-treatment Effect Estimation from Biomedical Data | Raquel Aoki Yizhou Chen Martin Ester | 2022 | |
Ligand binding prediction using protein structure graphs and residual graph attention networks | Molecules | Mohit Pandey Mariia Radaeva Hazem Mslati Olivia Garland Michael Fernandez | 2022/8/11 |
Semi-Supervised Junction Tree Variational Autoencoder for Molecular Property Prediction | arXiv preprint arXiv:2208.05119 | Atia Hamidizadeh Tony Shen Martin Ester | 2022/8/10 |
A comprehensive survey on deep clustering: Taxonomy, challenges, and future directions | Sheng Zhou Hongjia Xu Zhuonan Zheng Jiawei Chen Jiajun Bu | 2022/6/15 | |
Systems and Methods for Semi-Supervised Active Learning | 2022/12/8 | ||
Causal inference from small high-dimensional datasets | arXiv preprint arXiv:2205.09281 | Raquel Aoki Martin Ester | 2022/5/19 |
Aristotle: stratified causal discovery for omics data | BMC bioinformatics | Mehrdad Mansouri Sahand Khakabimamaghani Leonid Chindelevitch Martin Ester | 2022/1/15 |
DESMOND 2.0: Identification of differentially expressed biclusters for unsupervised patient stratification | Olga Zolotareva Olga V Isaeva Michael Hartung Andreas Maier Fernando Delgado-Chaves | 2022/8/26 | |
Hierarchical multi-view graph pooling with structure learning | IEEE Transactions on Knowledge and Data Engineering | Zhen Zhang Jiajun Bu Martin Ester Jianfeng Zhang Zhao Li | 2021/6/18 |
Moderate-intensity physical activity, music and art activities preserved cognitive health in older adults: an argument for social prescribing solution | Frontiers in Aging Neuroscience | Ali Arab Gregory J Christie Mehrdad Mansouri Maryam Ahmadzadeh Andrew Sixsmith | 2021/8/16 |
Identification of differentially expressed gene modules in heterogeneous diseases | Bioinformatics | Olga Zolotareva Sahand Khakabimamaghani Olga I Isaeva Zoe Chervontseva Alexey Savchik | 2021/6/15 |
