Levente Kocsis

31 papers A* 1A 2C 1Journal 10Unranked 13
YearRankTypeTitle / Venue / Authors
2022 J jnl
Online convex combination of ranking models.
User Model. User Adapt. Interact.
Erzsébet Frigó, Levente Kocsis
2019 — ch.
Online Machine Learning Algorithms over Data Streams.
Encyclopedia of Big Data Technologies
András A. Benczúr, Levente Kocsis, Róbert Pálovics
2019 — ch.
Online Machine Learning in Big Data Streams: Overview.
Encyclopedia of Big Data Technologies
András A. Benczúr, Levente Kocsis, Róbert Pálovics
2019 A conf
Online ranking combination.
RecSys
Erzsébet Frigó, Levente Kocsis
2019 — ch.
Recommender Systems Over Data Streams.
Encyclopedia of Big Data Technologies
András A. Benczúr, Levente Kocsis, Róbert Pálovics
2019 — ch.
Reinforcement Learning, Unsupervised Methods, and Concept Drift in Stream Learning.
Encyclopedia of Big Data Technologies
András A. Benczúr, Levente Kocsis, Róbert Pálovics
2018 J jnl
Online Machine Learning in Big Data Streams.
CoRR
András A. Benczúr, Levente Kocsis, Róbert Pálovics
2017 — conf
Alpenglow: Open Source Recommender Framework with Time-aware Learning and Evaluation.
RecSys Posters
Erzsébet Frigó, Róbert Pálovics, Domokos Kelen, Levente Kocsis, András A. Benczúr
2017 J jnl
Location-aware online learning for top-k recommendation.
Pervasive Mob. Comput.
Róbert Pálovics, Peter Szalai, Júlia Pap, Erzsébet Frigó, Levente Kocsis, András A. Benczúr
2017 — conf
Online Ranking Prediction in Non-stationary Environments.
RecTemp@RecSys
Erzsébet Frigó, Róbert Pálovics, Domokos Kelen, Levente Kocsis, András A. Benczúr
2016 J jnl
Robust Decentralized Low-Rank Matrix Decomposition.
ACM Trans. Intell. Syst. Technol.
István Hegedüs, Árpád Berta, Levente Kocsis, András A. Benczúr, Márk Jelasity
2015 — conf
Location-Aware Online Learning for Top-k Hashtag Recommendation.
LocalRec@RecSys
Róbert Pálovics, Peter Szalai, Levente Kocsis, Júlia Pap, Erzsébet Frigó, András A. Benczúr
2015 — conf
Solving RecSys Challenge 2015 by Linear Models, Gradient Boosted Trees and Metric Optimization.
RecSys Challenge
Róbert Pálovics, Peter Szalai, Levente Kocsis, Adrienn Szabó, Erzsébet Frigó, Júlia Pap, Zsófia K. Nyikes, András A. Benczúr
2014 J jnl
Efficient Multi-Start Strategies for Local Search Algorithms.
CoRR
András György, Levente Kocsis
2014 A conf
Exploiting temporal influence in online recommendation.
RecSys
Róbert Pálovics, András A. Benczúr, Levente Kocsis, Tamás Kiss, Erzsébet Frigó
2014 — conf
Fully distributed robust singular value decomposition.
P2P
István Hegedüs, Márk Jelasity, Levente Kocsis, András A. Benczúr
2013 J jnl
BoostingTree: parallel selection of weak learners in boosting, with application to ranking.
Mach. Learn.
Levente Kocsis, András György, Andrea N. Bán
2012 J jnl
The grand challenge of computer Go: Monte Carlo tree search and extensions.
Commun. ACM
Sylvain Gelly, Levente Kocsis, Marc Schoenauer, Michèle Sebag, David Silver, Csaba Szepesvári, Olivier Teytaud
2011 J jnl
Efficient Multi-Start Strategies for Local Search Algorithms.
J. Artif. Intell. Res.
András György, Levente Kocsis
2009 — conf
Efficient Multi-start Strategies for Local Search Algorithms.
ECML/PKDD (1)
Levente Kocsis, András György
2008 — conf
Transpositions and move groups in Monte Carlo tree search.
CIG
Benjamin E. Childs, James H. Brodeur, Levente Kocsis
2007 A* conf
Continuous Time Associative Bandit Problems.
IJCAI
András György, Levente Kocsis, Ivett Szabó, Csaba Szepesvári
2006 — conf
Bandit Based Monte-Carlo Planning.
ECML
Levente Kocsis, Csaba Szepesvári
2006 — conf
RSPSA: Enhanced Parameter Optimization in Games.
ACG
Levente Kocsis, Csaba Szepesvári, Mark H. M. Winands
2006 J jnl
Universal parameter optimisation in games based on SPSA.
Mach. Learn.
Levente Kocsis, Csaba Szepesvári
2003 J jnl
Two Learning Algorithms for Forward Pruning.
ICGA J.
Levente Kocsis, H. Jaap van den Herik, Jos W. H. M. Uiterwijk
2002 — conf
Learning in Lines of Action.
GAME-ON
Mark H. M. Winands, Levente Kocsis, Jos W. H. M. Uiterwijk, H. Jaap van den Herik
2002 — conf
The Neural MoveMap Heuristic in Chess.
Computers and Games
Levente Kocsis, Jos W. H. M. Uiterwijk, Eric O. Postma, H. Jaap van den Herik
2001 C conf
Move Ordering Using Neural Networks.
IEA/AIE
Levente Kocsis, Jos W. H. M. Uiterwijk, H. Jaap van den Herik
2000 — conf
Learning Time Allocation Using Neural Networks.
Computers and Games
Levente Kocsis, Jos W. H. M. Uiterwijk, H. Jaap van den Herik
1998 — conf
An Unsupervised Training Connectionist Network with Lateral Inhibition.
IEA/AIE (Vol. 2)
Levente Kocsis, Nicolae B. Szirbik