Martin Ester
机构: Distinguished Professor of Computer Science, Simon Fraser University
主页: sfu.ca
每年引用次数
引用次数
引用: 62,799
H-指数: 73
I10-指数 : 164
出版物: 261
Aristotle: stratified causal discovery for omics data
Mehrdad Mansouri , Sahand Khakabimamaghani , Leonid Chindelevitch , Martin Ester
BMC bioinformatics 23 ( 1) 42 -42
3
2022
Cooperative Classification: A Visualization-Based Approach of Combining the Strengths of the User and the Computer
Martin Ester
CiteSeerX
3
Xiaowei Xu, 1996
Martin Ester , Hans-Peter Kriegel , Jiirg Sander
A density-based algorithm
2
Graph machine learning in drug discovery
Mohit Pandey , Atia Hamidizadeh , Mariia Radaeva , Michael Fernandez
Academic Press 141 -160
1
2023
Semi-Supervised Junction Tree Variational Autoencoder for Molecular Property Prediction
Atia Hamidizadeh , Tony Shen , Martin Ester
arXiv preprint arXiv:2208.05119
1
2022
Multi-treatment Effect Estimation from Biomedical Data
Raquel Aoki , Yizhou Chen , Martin Ester
299 -310
1
2022
An Interactive Visualization Tool for Understanding Active Learning
Zihan Wang , Jialin Lu , Oliver Snow , Martin Ester
arXiv preprint arXiv:2111.04936
1
2021
An active approach for model interpretation
Jialin Lu , Martin Ester
arXiv preprint arXiv:1910.12207
1
2019
Checking Functional Modularity in DNN By Biclustering Task-specific Hidden Neurons
Jialin Lu , Martin Ester
Real Neurons {\&} Hidden Units: Future directions at the intersection of neuroscience and artificial intelligence@ NeurIPS 2019
1
2019
Joint Cluster Analysis of Attribute Data and Relationship Data
Martin Ester , Rong Ge , Byron J Gao , Zengjian Hu
Constrained Clustering: Advances in Algorithms, Theory, and Applications 285 -285
1
2008
Association rules in the relational calculus
Oliver Schulte , Flavia Moser , Martin Ester , Zhiyong Lu
arXiv preprint arXiv:0710.2083
1
2007
A Disc-Based Approach to Data Summarization
Rong Ge , Martin Ester , Wen Jin , Zengjian Hu
Technical Report TR 2006-07
1
2006
IceFormer: Accelerated Inference with Long-Sequence Transformers on CPUs
Yuzhen Mao , Martin Ester , Ke Li
arXiv preprint arXiv:2405.02842
2024
Adversarially Balanced Representation for Continuous Treatment Effect Estimation
Amirreza Kazemi , Martin Ester
Proceedings of the AAAI Conference on Artificial Intelligence 38 ( 12) 13085 -13093
2024
Phenotype prediction from single-cell RNA-seq data using attention-based neural networks
Yuzhen Mao , Yen-Yi Lin , Nelson KY Wong , Stanislav Volik
Bioinformatics btae067 -btae067
2024
scMUSCL: Multi-Source Transfer Learning for Clustering scRNA-seq Data
Arash Khoeini , Funda Sar , Yen-Yi Lin , Colin Collins
bioRxiv 2024.04. 22.590645 -2024.04. 22.590645
2024
TacoGFN: Target Conditioned GFlowNet for Drug Design
Tony Shen , Mohit Pandey , Martin Ester ,
NeurIPS 2023 Generative AI and Biology (GenBio) Workshop
2023
TacoGFN: Target Conditioned GFlowNet for Structure-Based Drug Design
Tony Shen , Seonghwan Seo , Grayson Lee , Mohit Pandey
arXiv preprint arXiv:2310.03223
2023
Better Calibration Error Estimation for Reliable Uncertainty Quantification
Shuman Peng , Parsa Alamzadeh , Martin Ester
ICML 3rd Workshop on Interpretable Machine Learning in Healthcare (IMLH)
2023
Clinical Phenotype Prediction From Single-cell RNA-seq Data using Attention-Based Neural Networks
Yuzhen Mao , Yen-Yi Lin , Nelson KY Wong , Stanislav Volik
bioRxiv 2023.03. 31.532253 -2023.03. 31.532253
2023