Articles by Guillaume Salha-Galvan | Synthical

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Articles by Guillaume Salha-Galvan | Synthical

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Guillaume Salha-Galvan

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12

Contributions to Representation Learning with Graph Autoencoders and Applications to Music Recommendation

18 June 2025 by Guillaume Salha-Galvan

Machine Learning, Information Retrieval

To Share or Not to Share: Investigating Weight Sharing in Variational Graph Autoencoders

23 February 2025 by Guillaume Salha-Galvan and Jiaying Xu

Machine Learning, Social and Information Networks

Transformers Meet ACT-R: Repeat-Aware and Sequential Listening Session Recommendation

29 August 2024 by Viet-Anh Tran and others

Information Retrieval, Machine Learning

Do Recommender Systems Promote Local Music? A Reproducibility Study Using Music Streaming Data

29 August 2024 by Kristina Matrosova and others

Information Retrieval, Databases

Let's Get It Started: Fostering the Discoverability of New Releases on Deezer

5 January 2024 by Léa Briand and others

Information Retrieval, Machine Learning

On the Consistency of Average Embeddings for Item Recommendation

30 August 2023 by Walid Bendada and others

Information Retrieval, Machine Learning

Track Mix Generation on Music Streaming Services using Transformers

6 July 2023 by Walid Bendada and others

Information Retrieval, Machine Learning

Attention Mixtures for Time-Aware Sequential Recommendation

3 July 2023 by Viet-Anh Tran and others

Information Retrieval, Machine Learning

A Scalable Framework for Automatic Playlist Continuation on Music Streaming Services

12 April 2023 by Walid Bendada and others

Information Retrieval, Machine Learning

New Frontiers in Graph Autoencoders: Joint Community Detection and Link Prediction

16 November 2022 by Guillaume Salha-Galvan and others

Machine Learning, Social and Information Networks

Flow Moods: Recommending Music by Moods on Deezer

15 July 2022 by Théo Bontempelli and others

Information Retrieval, Machine Learning

Modularity-Aware Graph Autoencoders for Joint Community Detection and Link Prediction

20 June 2022 by Guillaume Salha-Galvan and others

Machine Learning, Social and Information Networks

Cold Start Similar Artists Ranking with Gravity-Inspired Graph Autoencoders

2 August 2021 by Guillaume Salha-Galvan and others

Machine Learning, Information Retrieval

Hierarchical Latent Relation Modeling for Collaborative Metric Learning

26 July 2021 by Viet-Anh Tran and others

Information Retrieval, Machine Learning

A Semi-Personalized System for User Cold Start Recommendation on Music Streaming Apps

7 June 2021 by Léa Briand and others

Information Retrieval, Machine Learning

Topics

Machine Learning Information Retrieval Social and Information Networks Sound Audio and Speech Processing