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Alexandros Karatzoglou | Researchclopedia

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Alexandros Karatzoglou

114

Works

10,388

Citations

39

h-index

61

i10-index

Research Topics

Recommender Systems and Techniques Advanced Bandit Algorithms Research Topic Modeling

Affiliations

Google (United States)2021–2023

Statistics Austria2008–2008

TU Wien2003–2015

Telefónica (Spain)2017–2017

Telefonica (Germany)2017–2017

Top Works

<b>kernlab</b>- An<i>S4</i>Package for Kernel Methods in<i>R</i>

Alexandros Karatzoglou,Alex Smola,et al.

20041,821 citations

Advanced Graph Neural Networks

Smart Grid Energy Management

Recurrent Neural Networks with Top-k Gains for Session-based Recommendations

Balázs Hidasi,Alexandros Karatzoglou

2018928 citations

Multiverse recommendation

Alexandros Karatzoglou,Xavier Amatriain,et al.

2010724 citations

A Simple Convolutional Generative Network for Next Item Recommendation

Fajie Yuan,Alexandros Karatzoglou,et al.

2019607 citations

Support Vector Machines in<i>R</i>

Alexandros Karatzoglou,David Meyer,et al.

2006593 citations

Session-based Recommendations with Recurrent Neural Networks

Balázs Hidasi,Alexandros Karatzoglou,et al.

2015557 citations

Parallel Recurrent Neural Network Architectures for Feature-rich Session-based Recommendations

Balázs Hidasi,Massimo Quadrana,et al.

2016528 citations

Overcoming catastrophic forgetting with hard attention to the task

Joan Serrà,Dídac Surís,et al.

2018401 citations

COFI RANK - Maximum margin matrix factorization for collaborative ranking

Markus Weimer,Alexandros Karatzoglou,et al.

2015360 citations