Suleiman A. Khan

Publication Activity (10 Years)

Years Active: 2012-2023
Publications (10 Years): 14

Top Venues

CoRR

Bioinform.

BrainLes@MICCAI (2)

Mach. Learn.

Aalto University, Helsinki, Finland (PHD)

Education History

Aalto University, Helsinki, Finland

PHD

Publications

Muhammad Irfan Khan, Mohammad Ayyaz Azeem, Esa Alhoniemi, Elina Kontio, Suleiman A. Khan, Mojtaba Jafaritadi
Regularized Weight Aggregation in Networked Federated Learning for Glioblastoma Segmentation. CoRR (2023)
Muhammad Irfan Khan, Esa Alhoniemi, Elina Kontio, Suleiman A. Khan, Mojtaba Jafaritadi
Differential Privacy for Adaptive Weight Aggregation in Federated Tumor Segmentation. CoRR (2023)
Muhammad Irfan Khan, Esa Alhoniemi, Elina Kontio, Suleiman A. Khan, Mojtaba Jafaritadi
RegAgg: A Scalable Approach for Efficient Weight Aggregation in Federated Lesion Segmentation of Brain MRIs. FMEC (2023)
Muhammad Irfan Khan, Mohammad Ayyaz Azeem, Esa Alhoniemi, Elina Kontio, Suleiman A. Khan, Mojtaba Jafaritadi
Regularized Weight Aggregation in Networked Federated Learning for Glioblastoma Segmentation. BrainLes@MICCAI (2) (2022)
Muhammad Irfan Khan, Mojtaba Jafaritadi, Esa Alhoniemi, Elina Kontio, Suleiman A. Khan
Adaptive Weight Aggregation in Federated Learning for Brain Tumor Segmentation. BrainLes@MICCAI (2) (2021)
Adrian Flanagan, Were Oyomno, Alexander Grigorievskiy, Kuan Eeik Tan, Suleiman A. Khan, Muhammad Ammad-ud-din
Federated Multi-view Matrix Factorization for Personalized Recommendations. ECML/PKDD (2) (2020)
Adrian Flanagan, Were Oyomno, Alexander Grigorievskiy, Kuan Eeik Tan, Suleiman A. Khan, Muhammad Ammad-ud-din
Federated Multi-view Matrix Factorization for Personalized Recommendations. CoRR (2020)
Muhammad Ammad-ud-din, Elena Ivannikova, Suleiman A. Khan, Were Oyomno, Qiang Fu, Kuan Eeik Tan, Adrian Flanagan
Federated Collaborative Filtering for Privacy-Preserving Personalized Recommendation System. CoRR (2019)
Mehreen Ali, Suleiman A. Khan, Krister Wennerberg, Tero Aittokallio
Global proteomics profiling improves drug sensitivity prediction: results from a multi-omics, pan-cancer modeling approach. Bioinform. 34 (8) (2018)
Makoto Yamada, Wenzhao Lian, Amit Goyal, Jianhui Chen, Kishan Wimalawarne, Suleiman A. Khan, Samuel Kaski, Hiroshi Mamitsuka, Yi Chang
Convex Factorization Machine for Toxicogenomics Prediction. KDD (2017)
Muhammad Ammad-ud-din, Suleiman A. Khan, Krister Wennerberg, Tero Aittokallio
Systematic identification of feature combinations for predicting drug response with Bayesian multi-view multi-task linear regression. Bioinform. 33 (14) (2017)
Suleiman A. Khan, Eemeli Leppäaho, Samuel Kaski
Bayesian multi-tensor factorization. Mach. Learn. 105 (2) (2016)
Muhammad Ammad-ud-din, Suleiman A. Khan, Disha Malani, Astrid Murumägi, Olli-P. Kallioniemi, Tero Aittokallio, Samuel Kaski
Drug response prediction by inferring pathway-response associations with Kernelized Bayesian Matrix Factorization. CoRR (2016)
Muhammad Ammad-ud-din, Suleiman A. Khan, Disha Malani, Astrid Murumägi, Olli-P. Kallioniemi, Tero Aittokallio, Samuel Kaski
Drug response prediction by inferring pathway-response associations with kernelized Bayesian matrix factorization. Bioinform. 32 (17) (2016)
Suleiman A. Khan, Samuel Kaski
Bayesian Multi-view Tensor Factorization. ECML/PKDD (1) (2014)
Suleiman A. Khan, Seppo Virtanen, Olli-P. Kallioniemi, Krister Wennerberg, Antti Poso, Samuel Kaski
Identification of structural features in chemicals associated with cancer drug response: a systematic data-driven analysis. Bioinform. 30 (17) (2014)
Mehmet Gönen, Suleiman A. Khan, Samuel Kaski
Kernelized Bayesian Matrix Factorization. ICML (3) (2013)
Seppo Virtanen, Arto Klami, Suleiman A. Khan, Samuel Kaski
Bayesian Group Factor Analysis. AISTATS (2012)
Alice Marascu, Suleiman A. Khan, Themis Palpanas
Scalable Similarity Matching in Streaming Time Series. PAKDD (2) (2012)
Suleiman A. Khan, Ali Faisal, John Mpindi, Juuso A. Parkkinen, Tuomo Kalliokoski, Antti Poso, Olli-P. Kallioniemi, Krister Wennerberg, Samuel Kaski
Comprehensive data-driven analysis of the impact of chemoinformatic structure on the genome-wide biological response profiles of cancer cells to 1159 drugs. BMC Bioinform. 13 (2012)

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Publication Activity (10 Years)

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Suleiman A. Khan