Linas Baltrunas

Orcid: 0009-0006-0188-7143

According to our database1, Linas Baltrunas authored at least 33 papers between 2006 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2023
Contextual Multi-Armed Bandit for Email Layout Recommendation.
Proceedings of the 17th ACM Conference on Recommender Systems, 2023

2022
WANDS: Dataset for Product Search Relevance Assessment.
Proceedings of the Advances in Information Retrieval, 2022

2021
Deep Learning for Recommender Systems: A Netflix Case Study.
AI Mag., 2021

2016
Session-based Recommendations with Recurrent Neural Networks.
Proceedings of the 4th International Conference on Learning Representations, 2016

2015
Frappe: Understanding the Usage and Perception of Mobile App Recommendations In-The-Wild.
CoRR, 2015

Boredom-Triggered Proactive Recommendations.
Proceedings of the 17th International Conference on Human-Computer Interaction with Mobile Devices and Services Adjunct, 2015

2014
Experimental evaluation of context-dependent collaborative filtering using item splitting.
User Model. User Adapt. Interact., 2014

Gaussian process factorization machines for context-aware recommendations.
Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2014

Coverage, redundancy and size-awareness in genre diversity for recommender systems.
Proceedings of the Eighth ACM Conference on Recommender Systems, 2014

CARS2: Learning Context-aware Representations for Context-aware Recommendations.
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

2013
xCLiMF: optimizing expected reciprocal rank for data with multiple levels of relevance.
Proceedings of the Seventh ACM Conference on Recommender Systems, 2013

Learning to rank for recommender systems.
Proceedings of the Seventh ACM Conference on Recommender Systems, 2013

CLiMF: Collaborative Less-Is-More Filtering.
Proceedings of the IJCAI 2013, 2013

GAPfm: optimal top-n recommendations for graded relevance domains.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

2012
Context relevance assessment and exploitation in mobile recommender systems.
Pers. Ubiquitous Comput., 2012

TFMAP: optimizing MAP for top-n context-aware recommendation.
Proceedings of the 35th International ACM SIGIR conference on research and development in Information Retrieval, 2012

CLiMF: learning to maximize reciprocal rank with collaborative less-is-more filtering.
Proceedings of the Sixth ACM Conference on Recommender Systems, 2012

Optimal radio channel recommendations with explicit and implicit feedback.
Proceedings of the Sixth ACM Conference on Recommender Systems, 2012

4th workshop on context-aware recommender systems (CARS 2012).
Proceedings of the Sixth ACM Conference on Recommender Systems, 2012

Climbing the app wall: enabling mobile app discovery through context-aware recommendations.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

2011
Matrix factorization techniques for context aware recommendation.
Proceedings of the 2011 ACM Conference on Recommender Systems, 2011

3rd workshop on context-aware recommender systems (CARS 2011).
Proceedings of the 2011 ACM Conference on Recommender Systems, 2011

Context relevance assessment for recommender systems.
Proceedings of the 16th International Conference on Intelligent User Interfaces, 2011

Context-Aware Places of Interest Recommendations for Mobile Users.
Proceedings of the Design, User Experience, and Usability. Theory, Methods, Tools and Practice, 2011

InCarMusic: Context-Aware Music Recommendations in a Car.
Proceedings of the E-Commerce and Web Technologies - 12th International Conference, 2011

2010
Multiverse recommendation: n-dimensional tensor factorization for context-aware collaborative filtering.
Proceedings of the 2010 ACM Conference on Recommender Systems, 2010

Group recommendations with rank aggregation and collaborative filtering.
Proceedings of the 2010 ACM Conference on Recommender Systems, 2010

Context-Dependent Recommendations with Items Splitting.
Proceedings of the IIR 2010, 2010

2009
Item Weighting Techniques for Collaborative Filtering.
Proceedings of the Knowledge Discovery Enhanced with Semantic and Social Information, 2009

Context-based splitting of item ratings in collaborative filtering.
Proceedings of the 2009 ACM Conference on Recommender Systems, 2009

2008
Exploiting contextual information in recommender systems.
Proceedings of the 2008 ACM Conference on Recommender Systems, 2008

Locally Adaptive Neighborhood Selection for Collaborative Filtering Recommendations.
Proceedings of the Adaptive Hypermedia and Adaptive Web-Based Systems, 2008

2006
Multi-dimensional Histograms with Tight Bounds for the Error.
Proceedings of the Tenth International Database Engineering and Applications Symposium (IDEAS 2006), 2006


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