Nicolas Gutowski

According to our database, Nicolas Gutowski authored at least 18 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Bandit algorithms: A comprehensive review and their dynamic selection from a portfolio for multicriteria top-k recommendation.

Alexandre Letard, Nicolas Gutowski, Olivier Camp, Tassadit Amghar

Expert Syst. Appl., 2024

Bayesian Approach for Parameter Estimation in Vehicle Lateral Dynamics.

Fabien Lionti, Nicolas Gutowski, Sébastien Aubin, Philippe Martinet

Proceedings of the Foundations of Intelligent Systems - 27th International Symposium, 2024

2023

miditok: A Python package for MIDI file tokenization.

Nathan Fradet, Jean-Pierre Briot, Fabien Chhel, Amal El Fallah Seghrouchni, Nicolas Gutowski

CoRR, 2023

Byte Pair Encoding for Symbolic Music.

Nathan Fradet, Jean-Pierre Briot, Fabien Chhel, Amal El Fallah Seghrouchni, Nicolas Gutowski

CoRR, 2023

Impact of Time and Note Duration Tokenizations on Deep Learning Symbolic Music Modeling.

Nathan Fradet, Nicolas Gutowski, Fabien Chhel, Jean-Pierre Briot

Proceedings of the 24th International Society for Music Information Retrieval Conference, 2023

Byte Pair Encoding for Symbolic Music.

Nathan Fradet, Nicolas Gutowski, Fabien Chhel, Jean-Pierre Briot

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

2022

A novel multi-objective medical feature selection compass method for binary classification.

Nicolas Gutowski, Daniel Schang, Olivier Camp, Pierre Abraham

Artif. Intell. Medicine, 2022

COM-MABs: From Users' Feedback to Recommendation.

Alexandre Letard, Tassadit Amghar, Olivier Camp, Nicolas Gutowski

Proceedings of the Thirty-Fifth International Florida Artificial Intelligence Research Society Conference, 2022

2021

Gorthaur-EXP3: Bandit-based selection from a portfolio of recommendation algorithms balancing the accuracy-diversity dilemma.

Nicolas Gutowski, Tassadit Amghar, Olivier Camp, Fabien Chhel

Inf. Sci., 2021

2020

Partial Bandit and Semi-Bandit: Making the Most Out of Scarce Users' Feedback.

Alexandre Letard, Tassadit Amghar, Olivier Camp, Nicolas Gutowski

Proceedings of the 32nd IEEE International Conference on Tools with Artificial Intelligence, 2020

2019

Recommandation contextuelle de services : Application à la recommandation d'événements culturels dans la ville intelligente. (Context-aware recommendation systems for cultural events recommendation in Smart Cities).

Nicolas Gutowski

PhD thesis, 2019

Global versus individual accuracy in contextual multi-armed bandit.

Nicolas Gutowski, Tassadit Amghar, Olivier Camp, Fabien Chhel

Proceedings of the 34th ACM/SIGAPP Symposium on Applied Computing, 2019

Using Individual Accuracy to Create Context for Non-Contextual Multi-Armed Bandit Problems.

Nicolas Gutowski, Olivier Camp, Tassadit Amghar, Fabien Chhel

Proceedings of the 2019 IEEE-RIVF International Conference on Computing and Communication Technologies, 2019

Improving Bandit-Based Recommendations with Spatial Context Reasoning: An Online Evaluation.

Nicolas Gutowski, Olivier Camp, Fabien Chhel, Tassadit Amghar, Patrick Albers

Proceedings of the 31st IEEE International Conference on Tools with Artificial Intelligence, 2019

Gorthaur: A Portfolio Approach for Dynamic Selection of Multi-Armed Bandit Algorithms for Recommendation.

Nicolas Gutowski, Tassadit Amghar, Olivier Camp, Fabien Chhel

Proceedings of the 31st IEEE International Conference on Tools with Artificial Intelligence, 2019

2018

Context Enhancement for Linear Contextual Multi-Armed Bandits.

Nicolas Gutowski, Tassadit Amghar, Olivier Camp, Fabien Chhel

Proceedings of the IEEE 30th International Conference on Tools with Artificial Intelligence, 2018

Bandits-Manchots Contextuels : Précision Globale Versus Individuelle.

Nicolas Gutowski, Tassadit Amghar, Fabien Chhel, Olivier Camp

Proceedings of the 4ème Conférence Nationale sur les Applications Pratiques de l'Intelligence Artificielle, 2018

2017

Measuring the Energy Consumption of Massive Data Insertions: An Energy Consumption Assessment of the PL/SQL FOR LOOP and FORALL Methods.

Nicolas Gutowski, Olivier Camp, Eric Chauveau

Proceedings of the 2017 IEEE International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, 2017