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ORCIDHossein Sharifi-Noghabi
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Journal Articles
- 2025
[j6]Can Chen, Gabriel L. Oliveira, Hossein Sharifi-Noghabi, Tristan Sylvain:
LLM-TS Integrator: Integrating LLM for Enhanced Time Series Modeling. Trans. Mach. Learn. Res. 2025 (2025)- 2021
- [j5]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) - [j4]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
- [j3]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
- [j2]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) - 2017
- [j1]Hossein Sharifi Noghabi, Habib Rajabi Mashhadi, Kambiz Shojaee:
A novel mutation operator based on the union of fitness and design spaces information for Differential Evolution. Soft Comput. 21(22): 6555-6562 (2017)
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
- [i6]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) - [i5]Can Chen, Gabriel L. Oliveira, Hossein Sharifi Noghabi, Tristan Sylvain:
LLM-TS Integrator: Integrating LLM for Enhanced Time Series Modeling. CoRR abs/2410.16489 (2024) - 2020
- [i4]Hossein Sharifi-Noghabi, Hossein Asghari, Nazanin Mehrasa, Martin Ester:
Domain Generalization via Semi-supervised Meta Learning. CoRR abs/2009.12658 (2020) - 2015
- [i3]Hossein Sharifi Noghabi, Habib Rajabi Mashhadi, Kambiz Shojaei:
Differential Evolution with Universal Mutation. CoRR abs/1510.02513 (2015) - [i2]Hossein Sharifi Noghabi, Habib Rajabi Mashhadi, Kambiz Shojaei:
Differential Evolution with Generalized Mutation Operator. CoRR abs/1510.02516 (2015) - 2012
- [i1]Hossein Sharifi Noghabi, Arash Ghazi Askar, Arash Boustani, Arash Moghani, Motahareh Bahrami Zanjani:
Implementing A Greedy Chain Routing Technique With Spread Spectrum On Grid-Based WSNs. CoRR abs/1209.2505 (2012)
Coauthor Index
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