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Exploring Goal-oriented Podcast Recommendations

  • Human-Computer Interaction
  • Search & Recommendations

Users’ interests are multi-faceted: recommendation models should be too

  • Machine Learning
  • Recommender Systems
  • User Modeling

Survival Analysis Meets Reinforcement Learning

  • Machine Learning
  • User Modeling

Spotify’s Contributions to NeurIPS 2022

  • Machine Learning
  • Uncategorized

Can we correctly attribute changes among many possible causes when unobserved confounders are present?

  • Machine Learning

Scalable Dynamic Topic Modeling

  • Machine Learning

Unsupervised Speaker Diarization using Sparse Optimization

  • Audio Intelligence
  • Language Technologies
  • Machine Learning

Identifying Promising New Podcasts

  • Machine Learning
  • Search & Recommendations

Spotify’s Contributions to RecSys 2022

  • Algorithmic Responsibility
  • Evaluation
  • Machine Learning
  • Search & Recommendations

The Dynamics of Exploration on Spotify

  • Search & Recommendations
  • User Modeling

The Contribution of Lyrics and Acoustics to Collaborative Understanding of Mood

  • Audio Intelligence
  • Language Technologies
  • Machine Learning
  • Search & Recommendations

Lucas Maystre: Senior Research Scientist

  • My Beat

Choice of Implicit Signal Matters: Accounting for User Aspirations in Podcast Recommendations

  • Algorithmic Responsibility
  • Search & Recommendations
  • User Modeling

Mostra: Balancing multiple objectives for music recommendation

  • Algorithmic Responsibility
  • Search & Recommendations
  • User Modeling

TastePaths: Enabling deeper exploration and understanding of personal preferences in recommender systems

  • Human-Computer Interaction
  • Search & Recommendations

Modeling Users According to Their Slow and Fast-Moving Interests

  • Machine Learning
  • Search & Recommendations

Researching how less-streamed podcasts can reach their potential

  • Algorithmic Responsibility
  • Language Technologies
  • Search & Recommendations

Amar Ashar: Senior Researcher

  • My Beat

Multi-Task Learning of Graph-based Inductive Representations of Music Content

  • Machine Learning
  • Search & Recommendations

Representation of music creators on Wikipedia

  • Algorithmic Responsibility

Let Me Ask You This: How Can a Voice Assistant Elicit Explicit User Feedback?

  • Human-Computer Interaction
  • Search & Recommendations

Spotify’s Contributions to RecSys 2021

  • Search & Recommendations

Neural Instant Search for Music and Podcasts

  • Search & Recommendations

Podcast Language and Engagement

  • Evaluation
  • Language Technologies
  • User Modeling
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