Hossein Sharifi-Noghabi

According to our database, Hossein Sharifi-Noghabi authored at least 13 papers between 2012 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Accurate Parameter-Efficient Test-Time Adaptation for Time Series Forecasting.

Heitor R. Medeiros, Hossein Sharifi-Noghabi, Gabriel L. Oliveira, Saghar Irandoust

CoRR, June, 2025

LLM-TS Integrator: Integrating LLM for Enhanced Time Series Modeling.

Can Chen, Gabriel L. Oliveira, Hossein Sharifi-Noghabi, Tristan Sylvain

Trans. Mach. Learn. Res., 2025

2024

Forget Sharpness: Perturbed Forgetting of Model Biases Within SAM Dynamics.

Ankit Vani, Frederick Tung, Gabriel L. Oliveira, Hossein Sharifi-Noghabi

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2021

Out-of-distribution generalization from labelled and unlabelled gene expression data for drug response prediction.

Hossein Sharifi-Noghabi, Parsa Alamzadeh Harjandi, Olga I. Zolotareva, Colin C. Collins, Martin Ester

Nat. Mach. Intell., 2021

Drug sensitivity prediction from cell line-based pharmacogenomics data: guidelines for developing machine learning models.

Hossein Sharifi-Noghabi, Soheil Jahangiri-Tazehkand, Petr Smirnov, Casey Hon, Anthony Mammoliti, Sisira Kadambat Nair, Arvind Singh Mer, Martin Ester, Benjamin Haibe-Kains

Briefings Bioinform., 2021

Interpretable Drug Response Prediction using a Knowledge-based Neural Network.

Oliver Snow, Hossein Sharifi-Noghabi, Jialin Lu, Olga I. Zolotareva, Mark Lee, Martin Ester

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

2020

Domain Generalization via Semi-supervised Meta Learning.

Hossein Sharifi-Noghabi, Hossein Asghari, Nazanin Mehrasa, Martin Ester

CoRR, 2020

AITL: Adversarial Inductive Transfer Learning with input and output space adaptation for pharmacogenomics.

Hossein Sharifi-Noghabi, Shuman Peng, Olga I. Zolotareva, Colin C. Collins, Martin Ester

Bioinform., 2020

2019

MOLI: multi-omics late integration with deep neural networks for drug response prediction.

Hossein Sharifi-Noghabi, Olga I. Zolotareva, Colin C. Collins, Martin Ester

Bioinform., 2019

2017

A novel mutation operator based on the union of fitness and design spaces information for Differential Evolution.

Hossein Sharifi Noghabi, Habib Rajabi Mashhadi, Kambiz Shojaee

Soft Comput., 2017

2015

Differential Evolution with Generalized Mutation Operator.

Hossein Sharifi Noghabi, Habib Rajabi Mashhadi, Kambiz Shojaei

CoRR, 2015

Differential Evolution with Universal Mutation.

Hossein Sharifi Noghabi, Habib Rajabi Mashhadi, Kambiz Shojaei

CoRR, 2015

2012

Implementing A Greedy Chain Routing Technique With Spread Spectrum On Grid-Based WSNs

Hossein Sharifi Noghabi, Arash Ghazi Askar, Arash Boustani, Arash Moghani, Motahareh Bahrami Zanjani

CoRR, 2012