Muhammad Ammad-ud-din

According to our database1, Muhammad Ammad-ud-din authored at least 11 papers between 2014 and 2021.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Links

On csauthors.net:

Bibliography

2021
A Payload Optimization Method for Federated Recommender Systems.
Proceedings of the RecSys '21: Fifteenth ACM Conference on Recommender Systems, Amsterdam, The Netherlands, 27 September 2021, 2021

2020
Federated Multi-view Matrix Factorization for Personalized Recommendations.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2020

2019
Federated Collaborative Filtering for Privacy-Preserving Personalized Recommendation System.
CoRR, 2019

2017
Machine learning methods for improving drug response prediction in cancer.
PhD thesis, 2017

GFA: Exploratory Analysis of Multiple Data Sources with Group Factor Analysis.
J. Mach. Learn. Res., 2017

Systematic identification of feature combinations for predicting drug response with Bayesian multi-view multi-task linear regression.
Bioinform., 2017

Interactive Elicitation of Knowledge on Feature Relevance Improves Predictions in Small Data Sets.
Proceedings of the 22nd International Conference on Intelligent User Interfaces, 2017

2016
Regression with n$\to$1 by Expert Knowledge Elicitation.
CoRR, 2016

Drug response prediction by inferring pathway-response associations with kernelized Bayesian matrix factorization.
Bioinform., 2016

Regression with n→1 by Expert Knowledge Elicitation.
Proceedings of the 15th IEEE International Conference on Machine Learning and Applications, 2016

2014
Integrative and Personalized QSAR Analysis in Cancer by Kernelized Bayesian Matrix Factorization.
J. Chem. Inf. Model., 2014


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