Concepedia

G. Takács

GT

72

Publications

4K

Citations

32

H-Index

1990

Active since

Affiliations

Budapest University of Technology and Economics(Current)

Eötvös Loránd University

Hungarian Academy of Sciences

Széchenyi István University

Scuola Internazionale Superiore di Studi Avanzati

G. Takács is an author at Budapest University of Technology and Economics specializing in engineering, quantum field theory, and physics.

Top concepts

EngineeringQuantum Field TheoryPhysicsData ScienceMachine LearningData MiningQuantum ScienceComputer ScienceKnowledge DiscoveryPredictive Analytics

Publications per year

1990–2023

72

Publications

72

Scalable Collaborative Filtering Approaches for Large Recommender Systems

G. Takács, István Pilászy, Bottyán Németh et al. · Journal of Machine Learning Research · 2009 · 460 citations

Group Recommenders, Engineering, Information Retrieval +13

Real-time confinement following a quantum quench to a non-integrable model

Márton Kormos, Mario Collura, G. Takács et al. · Nature Physics · 2016 · 340 citations · Full text

Real-time Confinement, Quantum Science, Quantum Dynamic +8

Alternating least squares for personalized ranking

G. Takács, Domonkos Tikk · 2012 · 215 citations

Ranking Algorithm, Engineering, Machine Learning +18

Feature-Weighted Linear Stacking

Joseph Sill, G. Takács, Lester Mackey et al. · ArXiv.org · 2009 · 171 citations · Full text

Mathematical Programming, Standard Linear Stacking, Engineering +17

Matrix factorization and neighbor based algorithms for the netflix prize problem

G. Takács, István Pilászy, Bottyán Németh et al. · 2008 · 156 citations

Mathematical Programming, Ranking Algorithm, Engineering +17

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