Postdoctoral Researcher @ Research in the field of machine learning, Advise master and bachelor thesis, Teaching Machine Learning course From August 2014 to Present (1 year 5 months) Hamburg Area, GermanyResearcher / Phd Student @ Fundamental research in Machine Learning and Graphs. The main focus of my Ph.D. was in graph-theoretical models for supervised and unsupervised learning, as well as clustering, multitask learning and recommendation algorithms. In particular I discovered properties of existing distance functions on graphs and developed novel methods for local clustering, quantization and friend recommendation. My research lead to publications at top-tier international conferences (AISTATS, ICML, NIPS, COLT) and was funded by Max Planck Institute for Intelligent Systems.
Additionally, I worked as a tutor for the lecture “Advance Algorithms” and “Machine Learning” at University of Hamburg, a M.Sc. level course covering a broad range of advance algorithms in computer science and Machine Learning techniques (classification, regression, unsupervised learning, etc.) From May 2009 to June 2014 (5 years 2 months) Internship / Research Assistant @ Working on recommender systems for large scale data. I proposed a novel local similarity function for recommending new friendships in Tuenti Social Network. The similarity function takes the temporal information of the edge creation process into account. Experiments on Tuenti social network with more than 12 million users showed that this method significantly outperforms alternative link prediction methods. From September 2012 to November 2012 (3 months) Barcelona Area, Spain
Doctor of Philosophy (Ph.D.), Computer Science @ Universität Hamburg From 2013 to 2015 Doctor of Philosophy (PhD), Computer Science @ Max Planck Institute for Intelligent Systems From 2009 to 2013 Master of Science (MSc), Computer Software Engineering @ Sharif University of Technology From 2007 to 2009 Morteza Alamgir is skilled in: Machine Learning, Data Mining, Statistics, Graph Theory, Cluster Analysis, C++, Algorithms, R, Computer Vision, Programming, Image Processing, Artificial Intelligence, Mathematical Modeling, Computer Science, Matlab
Websites:
http://www.kyb.mpg.de/nc/employee/details/morteza.html