Nicolas Gutowski

28 papers A* 2B 7C 1Misc 2Journal 10Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
Physics-guided approach with transfer learning in vehicle lateral dynamics.
J. Intell. Inf. Syst.
Fabien Lionti, Nicolas Gutowski, Sébastien Aubin, Philippe Martinet
2025 B conf
A Transformer Model for Predicting Chemical Products from Generic SMARTS Templates with Data Augmentation.
ICTAI
Derin Ozer, Sylvain Lamprier, Nicolas Gutowski, Benoit Da Mota, Thomas Cauchy
2025 J jnl
A Transformer Model for Predicting Chemical Reaction Products from Generic Templates.
CoRR
Derin Ozer, Sylvain Lamprier, Thomas Cauchy, Nicolas Gutowski, Benoit Da Mota
2025 B conf
Bias-Variance Analysis of Multi-Step Loss Functions for Dynamical System Identification.
IJCNN
Fabien Lionti, Nicolas Gutowski, Sébastien Aubin, Philippe Martinet
2025 B conf
Guiding Evolutionary Molecular Design: Adding Reinforcement Learning for Mutation Selection.
ICTAI
Gaëlle Milon-Harnois, Chaïmaâ Touhami, Nicolas Gutowski, Benoit Da Mota, Thomas Cauchy
2025 J jnl
Guiding Evolutionary Molecular Design: Adding Reinforcement Learning for Mutation Selection.
CoRR
Gaëlle Milon-Harnois, Chaïmaâ Touhami, Nicolas Gutowski, Benoit Da Mota, Thomas Cauchy
2025 A* conf
Learning Direct Solution in Moving Horizon Estimation with Deep Learning Methods.
ICRA
Fabien Lionti, Nicolas Gutowski, Sébastien Aubin, Philippe Martinet
2025 — conf
Rethinking NLP for Chemistry: A Critical Look at the USPTO Benchmark.
EMNLP (Findings)
Derin Ozer, Nicolas Gutowski, Benoit Da Mota, Thomas Cauchy, Sylvain Lamprier
2024 J jnl
Bandit algorithms: A comprehensive review and their dynamic selection from a portfolio for multicriteria top-k recommendation.
Expert Syst. Appl.
Alexandre Letard, Nicolas Gutowski, Olivier Camp, Tassadit Amghar
2024 C conf
Bayesian Approach for Parameter Estimation in Vehicle Lateral Dynamics.
ISMIS
Fabien Lionti, Nicolas Gutowski, Sébastien Aubin, Philippe Martinet
2023 A* conf
Byte Pair Encoding for Symbolic Music.
EMNLP
Nathan Fradet, Nicolas Gutowski, Fabien Chhel, Jean-Pierre Briot
2023 J jnl
Byte Pair Encoding for Symbolic Music.
CoRR
Nathan Fradet, Jean-Pierre Briot, Fabien Chhel, Amal El Fallah Seghrouchni, Nicolas Gutowski
2023 — conf
Impact of Time and Note Duration Tokenizations on Deep Learning Symbolic Music Modeling.
ISMIR
Nathan Fradet, Nicolas Gutowski, Fabien Chhel, Jean-Pierre Briot
2023 J jnl
Impact of time and note duration tokenizations on deep learning symbolic music modeling.
CoRR
Nathan Fradet, Nicolas Gutowski, Fabien Chhel, Jean-Pierre Briot
2023 J jnl
miditok: A Python package for MIDI file tokenization.
CoRR
Nathan Fradet, Jean-Pierre Briot, Fabien Chhel, Amal El Fallah Seghrouchni, Nicolas Gutowski
2022 J jnl
A novel multi-objective medical feature selection compass method for binary classification.
Artif. Intell. Medicine
Nicolas Gutowski, Daniel Schang, Olivier Camp, Pierre Abraham
2022 Misc conf
COM-MABs: From Users' Feedback to Recommendation.
FLAIRS
Alexandre Letard, Tassadit Amghar, Olivier Camp, Nicolas Gutowski
2021 J jnl
Gorthaur-EXP3: Bandit-based selection from a portfolio of recommendation algorithms balancing the accuracy-diversity dilemma.
Inf. Sci.
Nicolas Gutowski, Tassadit Amghar, Olivier Camp, Fabien Chhel
2020 B conf
Partial Bandit and Semi-Bandit: Making the Most Out of Scarce Users' Feedback.
ICTAI
Alexandre Letard, Tassadit Amghar, Olivier Camp, Nicolas Gutowski
2020 J jnl
Partial Bandit and Semi-Bandit: Making the Most Out of Scarce Users' Feedback.
CoRR
Alexandre Letard, Tassadit Amghar, Olivier Camp, Nicolas Gutowski
2019 Misc conf
Global versus individual accuracy in contextual multi-armed bandit.
SAC
Nicolas Gutowski, Tassadit Amghar, Olivier Camp, Fabien Chhel
2019 B conf
Gorthaur: A Portfolio Approach for Dynamic Selection of Multi-Armed Bandit Algorithms for Recommendation.
ICTAI
Nicolas Gutowski, Tassadit Amghar, Olivier Camp, Fabien Chhel
2019 B conf
Improving Bandit-Based Recommendations with Spatial Context Reasoning: An Online Evaluation.
ICTAI
Nicolas Gutowski, Olivier Camp, Fabien Chhel, Tassadit Amghar, Patrick Albers
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
2019 — conf
Using Individual Accuracy to Create Context for Non-Contextual Multi-Armed Bandit Problems.
RIVF
Nicolas Gutowski, Olivier Camp, Tassadit Amghar, Fabien Chhel
2018 — conf
Bandits-Manchots Contextuels : Précision Globale Versus Individuelle.
APIA
Nicolas Gutowski, Tassadit Amghar, Fabien Chhel, Olivier Camp
2018 B conf
Context Enhancement for Linear Contextual Multi-Armed Bandits.
ICTAI
Nicolas Gutowski, Tassadit Amghar, Olivier Camp, Fabien Chhel
2017 — conf
Measuring the Energy Consumption of Massive Data Insertions: An Energy Consumption Assessment of the PL/SQL FOR LOOP and FORALL Methods.
iThings/GreenCom/CPSCom/SmartData
Nicolas Gutowski, Olivier Camp, Eric Chauveau