Muhammad Ammad-ud-din

Publication Activity (10 Years)

Years Active: 2014-2021
Publications (10 Years): 14

Top Venues

CoRR

Bioinform.

ECML/PKDD (2)

J. Mach. Learn. Res.

Aalto University, Espoo, Finland (PHD)

Education History

Aalto University, Espoo, Finland

PHD

Publications

Farwa K. Khan, Adrian Flanagan, Kuan Eeik Tan, Zareen Alamgir, Muhammad Ammad-ud-din
A Payload Optimization Method for Federated Recommender Systems. RecSys (2021)
Farwa K. Khan, Adrian Flanagan, Kuan Eeik Tan, Zareen Alamgir, Muhammad Ammad-ud-din
A Payload Optimization Method for Federated Recommender Systems. CoRR (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)
Eemeli Leppäaho, Muhammad Ammad-ud-din, Samuel Kaski
GFA: Exploratory Analysis of Multiple Data Sources with Group Factor Analysis. J. Mach. Learn. Res. 18 (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)
Luana Micallef, Iiris Sundin, Pekka Marttinen, Muhammad Ammad-ud-din, Tomi Peltola, Marta Soare, Giulio Jacucci, Samuel Kaski
Interactive Elicitation of Knowledge on Feature Relevance Improves Predictions in Small Data Sets. IUI (2017)
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)
Marta Soare, Muhammad Ammad-ud-din, Samuel Kaski
Regression with n→1 by Expert Knowledge Elicitation. ICMLA (2016)
Eemeli Leppäaho, Muhammad Ammad-ud-din, Samuel Kaski
GFA: Exploratory Analysis of Multiple Data Sources with Group Factor Analysis. CoRR (2016)
Marta Soare, Muhammad Ammad-ud-din, Samuel Kaski
Regression with n$\to$1 by Expert Knowledge Elicitation. CoRR (2016)
Luana Micallef, Iiris Sundin, Pekka Marttinen, Muhammad Ammad-ud-din, Tomi Peltola, Marta Soare, Giulio Jacucci, Samuel Kaski
Interactive Elicitation of Knowledge on Feature Relevance Improves Predictions in Small Data Sets. CoRR (2016)
Muhammad Ammad-ud-din, Elisabeth Georgii, Mehmet Gönen, Tuomo Laitinen, Olli-P. Kallioniemi, Krister Wennerberg, Antti Poso, Samuel Kaski
Integrative and Personalized QSAR Analysis in Cancer by Kernelized Bayesian Matrix Factorization. J. Chem. Inf. Model. 54 (8) (2014)

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Publication Activity (10 Years)

Top Topics

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Muhammad Ammad-ud-din