Alexandros Karatzoglou
259
Seguidores
Personal Information
Organización/Lugar de trabajo
Barcelona Area, Spain Spain
Ocupación
Research Scientist
Sector
Technology / Software / Internet
Sitio web
alexiskz.wordpress.com/
Acerca de
Staff Research Scientist at Google in London.
Research on Machine Learning for Recommender Systems.
I’m also the author of kernlab, a fairly popular open source Machine Learning package for R.
Used to teach courses on “Deep Learning” and “Computational Machine Learning” at the Graduate School of Economics Masters Course in Data Science in Barcelona and at the GSE Data Science Summer School.Screen Shot 2016-06-13 at 09.46.37l-cBrf_6
Received my PhD in Machine Learning from the Vienna University of Technology, while also being a frequent visitor at the Statistical Machine Learning group at NICTA in Canberra, Australia.
Etiquetas
recommender systems
collaborative filtering
machine learning
ranking
deep learning
information retrieval
diversity
app recommendation
context
context-aware methods
collaborative f
#recsys2013
learning to rank
restricted botzmann machines
matrix factorization
classification
dimensionality reduction
regression
recsys2012 ranking learning recommendation dublin
svm
clustering
decision trees
pca
r
Ver más
- Presentaciones
- Documentos
- Infografías
Learning to Rank for Recommender Systems - ACM RecSys 2013 tutorial
Alexandros Karatzoglou
•
Hace 9 años
Multiverse Recommendation: N-dimensional Tensor Factorization for Context-aware Collaborative Filtering
Alexandros Karatzoglou
•
Hace 9 años
TFMAP: Optimizing MAP for Top-N Context-aware Recommendation
Alexandros Karatzoglou
•
Hace 9 años