Linas Baltrunas

Publication Activity (10 Years)

Years Active: 2006-2023
Publications (10 Years): 4

Top Topics

Recommender Systems

Graded Relevance

Top Venues

MobileHCI Adjunct

Publications

Yan Chen, Emilian Vankov, Linas Baltrunas, Preston Donovan, Akash Mehta, Benjamin Schroeder, Matthew Herman
Contextual Multi-Armed Bandit for Email Layout Recommendation. RecSys (2023)
Yan Chen, Shujian Liu, Zheng Liu, Weiyi Sun, Linas Baltrunas, Benjamin Schroeder
WANDS: Dataset for Product Search Relevance Assessment. ECIR (1) (2022)
Harald Steck, Linas Baltrunas, Ehtsham Elahi, Dawen Liang, Yves Raimond, Justin Basilico
Deep Learning for Recommender Systems: A Netflix Case Study. AI Mag. 42 (3) (2021)
Balázs Hidasi, Alexandros Karatzoglou, Linas Baltrunas, Domonkos Tikk
Session-based Recommendations with Recurrent Neural Networks. ICLR (Poster) (2016)
Linas Baltrunas, Karen Church, Alexandros Karatzoglou, Nuria Oliver
Frappe: Understanding the Usage and Perception of Mobile App Recommendations In-The-Wild. CoRR (2015)
Martin Pielot, Linas Baltrunas, Nuria Oliver
Boredom-Triggered Proactive Recommendations. MobileHCI Adjunct (2015)
Linas Baltrunas, Francesco Ricci
Experimental evaluation of context-dependent collaborative filtering using item splitting. User Model. User Adapt. Interact. 24 (1-2) (2014)
Yue Shi, Alexandros Karatzoglou, Linas Baltrunas, Martha A. Larson, Alan Hanjalic
CARS2: Learning Context-aware Representations for Context-aware Recommendations. CIKM (2014)
Trung V. Nguyen, Alexandros Karatzoglou, Linas Baltrunas
Gaussian process factorization machines for context-aware recommendations. SIGIR (2014)
Saúl Vargas, Linas Baltrunas, Alexandros Karatzoglou, Pablo Castells
Coverage, redundancy and size-awareness in genre diversity for recommender systems. RecSys (2014)
Yue Shi, Alexandros Karatzoglou, Linas Baltrunas, Martha A. Larson, Alan Hanjalic
GAPfm: optimal top-n recommendations for graded relevance domains. CIKM (2013)
Yue Shi, Alexandros Karatzoglou, Linas Baltrunas, Martha A. Larson, Alan Hanjalic
GAPfm: Optimal Top-N Recommendations for Graded Relevance Domains. CoRR (2013)
Alexandros Karatzoglou, Linas Baltrunas, Yue Shi
Learning to rank for recommender systems. RecSys (2013)
Yue Shi, Alexandros Karatzoglou, Linas Baltrunas, Martha A. Larson, Alan Hanjalic
xCLiMF: optimizing expected reciprocal rank for data with multiple levels of relevance. RecSys (2013)
Yue Shi, Alexandros Karatzoglou, Linas Baltrunas, Martha A. Larson, Nuria Oliver, Alan Hanjalic
CLiMF: Collaborative Less-Is-More Filtering. IJCAI (2013)
Yue Shi, Alexandros Karatzoglou, Linas Baltrunas, Martha A. Larson, Alan Hanjalic, Nuria Oliver
TFMAP: optimizing MAP for top-n context-aware recommendation. SIGIR (2012)
Linas Baltrunas, Bernd Ludwig, Stefan Peer, Francesco Ricci
Context relevance assessment and exploitation in mobile recommender systems. Pers. Ubiquitous Comput. 16 (5) (2012)
Yue Shi, Alexandros Karatzoglou, Linas Baltrunas, Martha A. Larson, Nuria Oliver, Alan Hanjalic
CLiMF: learning to maximize reciprocal rank with collaborative less-is-more filtering. RecSys (2012)
Alexandros Karatzoglou, Linas Baltrunas, Karen Church, Matthias Böhmer
Climbing the app wall: enabling mobile app discovery through context-aware recommendations. CIKM (2012)
Omar Moling, Linas Baltrunas, Francesco Ricci
Optimal radio channel recommendations with explicit and implicit feedback. RecSys (2012)
Gediminas Adomavicius, Linas Baltrunas, Ernesto William De Luca, Tim Hussein, Alexander Tuzhilin
4th workshop on context-aware recommender systems (CARS 2012). RecSys (2012)
Linas Baltrunas, Marius Kaminskas, Bernd Ludwig, Omar Moling, Francesco Ricci, Aykan Aydin, Karl-Heinz Lüke, Roland Schwaiger
InCarMusic: Context-Aware Music Recommendations in a Car. EC-Web (2011)
Gediminas Adomavicius, Linas Baltrunas, Tim Hussein, Francesco Ricci, Alexander Tuzhilin
3rd workshop on context-aware recommender systems (CARS 2011). RecSys (2011)
Linas Baltrunas, Bernd Ludwig, Francesco Ricci
Matrix factorization techniques for context aware recommendation. RecSys (2011)
Linas Baltrunas, Bernd Ludwig, Stefan Peer, Francesco Ricci
Context-Aware Places of Interest Recommendations for Mobile Users. HCI (9) (2011)
Linas Baltrunas, Bernd Ludwig, Francesco Ricci
Context relevance assessment for recommender systems. IUI (2011)
Alexandros Karatzoglou, Xavier Amatriain, Linas Baltrunas, Nuria Oliver
Multiverse recommendation: n-dimensional tensor factorization for context-aware collaborative filtering. RecSys (2010)
Linas Baltrunas, Tadas Makcinskas, Francesco Ricci
Group recommendations with rank aggregation and collaborative filtering. RecSys (2010)
Linas Baltrunas, Francesco Ricci
Context-Dependent Recommendations with Items Splitting. IIR (2010)
Linas Baltrunas, Francesco Ricci
Context-based splitting of item ratings in collaborative filtering. RecSys (2009)
Linas Baltrunas, Francesco Ricci
Locally Adaptive Neighborhood Selection for Collaborative Filtering Recommendations. AH (2008)
Linas Baltrunas
Exploiting contextual information in recommender systems. RecSys (2008)
Linas Baltrunas, Arturas Mazeika, Michael H. Böhlen
Multi-dimensional Histograms with Tight Bounds for the Error. IDEAS (2006)