Alireza Karbalayghareh

Publication Activity (10 Years)

Years Active: 2013-2021
Publications (10 Years): 10

Top Topics

Gene Expression

Gene Regulatory

Manifold Alignment

Transfer Learning

Top Venues

IEEE ACM Trans. Comput. Biol. Bioinform.

IEEE Signal Process. Lett.

Publications

Alireza Karbalayghareh, Xiaoning Qian, Edward R. Dougherty
Optimal Bayesian Transfer Learning for Count Data. IEEE ACM Trans. Comput. Biol. Bioinform. 18 (2) (2021)
Alireza Karbalayghareh, Ulisses M. Braga-Neto, Edward R. Dougherty
Classification of Single-Cell Gene Expression Trajectories from Incomplete and Noisy Data. IEEE ACM Trans. Comput. Biol. Bioinform. 16 (1) (2019)
Ehsan Hajiramezanali, Siamak Zamani Dadaneh, Alireza Karbalayghareh, Mingyuan Zhou, Xiaoning Qian
Bayesian multi-domain learning for cancer subtype discovery from next-generation sequencing count data. NeurIPS (2018)
Alireza Karbalayghareh, Xiaoning Qian, Edward R. Dougherty
Optimal Bayesian Transfer Regression. IEEE Signal Process. Lett. 25 (11) (2018)
Alireza Karbalayghareh, Xiaoning Qian, Edward R. Dougherty
Optimal Bayesian Transfer Learning. CoRR (2018)
Ehsan Hajiramezanali, Siamak Zamani Dadaneh, Alireza Karbalayghareh, Mingyuan Zhou, Xiaoning Qian
Bayesian multi-domain learning for cancer subtype discovery from next-generation sequencing count data. CoRR (2018)
Alireza Karbalayghareh, Ulisses M. Braga-Neto, Jianping Hua, Edward Russell Dougherty
Classification of State Trajectories in Gene Regulatory Networks. IEEE ACM Trans. Comput. Biol. Bioinform. 15 (1) (2018)
Alireza Karbalayghareh, Xiaoning Qian, Edward R. Dougherty
Optimal Bayesian Transfer Learning. IEEE Trans. Signal Process. 66 (14) (2018)
Alireza Karbalayghareh, Ulisses M. Braga-Neto, Edward R. Dougherty
Classification of Gaussian trajectories with missing data in Boolean gene regulatory networks. ICASSP (2017)
Alireza Karbalayghareh, Ulisses M. Braga-Neto, Edward R. Dougherty
Intrinsically Bayesian Robust Classifier for Single-Cell Gene Expression Time Series in Gene Regulatory Networks. BCB (2017)
Alireza Karbalayghareh, Tao Hu
Inference of sparse gene regulatory network from RNA-Seq time series data. GlobalSIP (2015)
Alireza Karbalayghareh, Masoumeh Nasiri-Kenari, Mohsen Hejazi
Convolutional Network-Coded Cooperation in Multi-Source Networks With a Multi-Antenna Relay. IEEE Trans. Wirel. Commun. 13 (8) (2014)
Alireza Karbalayghareh, Mohsen Hejazi, Masoumeh Nasiri-Kenari
Convolutional Network-Coded Cooperation Scheme CoRR (2013)