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ORCIDHossein Sharifi-Noghabi
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Journal Articles
- 2021
[j4]Hossein Sharifi-Noghabi
, Soheil Jahangiri-Tazehkand, Petr Smirnov, Casey Hon, Anthony Mammoliti, Sisira Kadambat Nair, Arvind Singh Mer, Martin Ester, Benjamin Haibe-Kains:
Drug sensitivity prediction from cell line-based pharmacogenomics data: guidelines for developing machine learning models. Briefings Bioinform. 22(6) (2021)- [j3]Hossein Sharifi-Noghabi, Parsa Alamzadeh Harjandi, Olga I. Zolotareva, Colin C. Collins, Martin Ester:
Out-of-distribution generalization from labelled and unlabelled gene expression data for drug response prediction. Nat. Mach. Intell. 3(11): 962-972 (2021) - 2020
- [j2]Hossein Sharifi-Noghabi, Shuman Peng, Olga I. Zolotareva, Colin C. Collins, Martin Ester:
AITL: Adversarial Inductive Transfer Learning with input and output space adaptation for pharmacogenomics. Bioinform. 36(Supplement-1): i380-i388 (2020) - 2019
- [j1]Hossein Sharifi-Noghabi, Olga I. Zolotareva, Colin C. Collins, Martin Ester:
MOLI: multi-omics late integration with deep neural networks for drug response prediction. Bioinform. 35(14): i501-i509 (2019)
Conference and Workshop Papers
- 2024
- [c2]Ankit Vani, Frederick Tung, Gabriel L. Oliveira, Hossein Sharifi-Noghabi:
Forget Sharpness: Perturbed Forgetting of Model Biases Within SAM Dynamics. ICML 2024 - 2021
- [c1]Oliver Snow, Hossein Sharifi-Noghabi, Jialin Lu, Olga I. Zolotareva, Mark Lee, Martin Ester:
Interpretable Drug Response Prediction using a Knowledge-based Neural Network. KDD 2021: 3558-3568
Informal and Other Publications
- 2024
- [i2]Ankit Vani, Frederick Tung, Gabriel L. Oliveira, Hossein Sharifi-Noghabi:
Forget Sharpness: Perturbed Forgetting of Model Biases Within SAM Dynamics. CoRR abs/2406.06700 (2024) - 2020
- [i1]Hossein Sharifi-Noghabi, Hossein Asghari, Nazanin Mehrasa, Martin Ester:
Domain Generalization via Semi-supervised Meta Learning. CoRR abs/2009.12658 (2020)
Coauthor Index
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