Society of Agents: Regrets Bounds of Concurrent Thompson Sampling
Yan Chen, Perry Dong, Qinxun Bai, Maria Dimakopoulou, Wei Xu, Zhengyuan Zhou
134 publications
November 2022 | NeurIPS
November 2022 | NeurIPS
Disentangling Causal Effects from Sets of Interventions in the Presence of Unobserved Confounders
Olivier Jeunen, Ciarán M. Gilligan-Lee, Rishabh Mehrotra, Mounia Lalmas
September 2022 | RecSys
Challenges in Translating Research to Practice for Evaluating Fairness & Bias in Recommendation Systems
Lex Beattie, Dan Taber, Henriette Cramer
September 2022 | RecSys
Identifying New Podcasts with High General Appeal Using a Pure Exploration Infinitely-Armed Bandit Strategy
Maryam Aziz, Jesse Anderton, Kevin Jamieson, Alice Wang, Hugues Bouchard, Javed Aslam
September 2022 | Interspeech
Unsupervised Speaker Diarization that is Agnostic to Language Overlap Aware and Free of Tuning
M Iftekhar Tanveer, Diego Casabuena, Jussi Karlgren, Rosie Jones
September 2022 | Interspeech
Exploring audio-based stylistic variation in podcasts
Katariina Martikainen, Jussi Karlgren, Khiet Truong
August 2022 | UAI
Multistate analysis with infinite mixtures of Markov chains
Lucas Maystre, Tiffany Wu, Roberto Sanchis-Ojeda, Tony Jebara
August 2022 | UAI
Efficient Inference for Dynamic Topic Modeling with Large Vocabularies
Federico Tomasi, Mounia Lalmas, Zhenwen Dai
July 2022 | IJCAI
Towards Robust Unsupervised Disentanglement of Sequential Data – A Case Study Using Music Audio
Yin-Jyun Luo, Sebastian Ewert, Simon Dixon
July 2022 | SIGIR
What Makes a Good Podcast Summary?
Rezvaneh Rezapour, Sravana Reddy, Ann Clifton, Rosie Jones
June 2022 | ICWSM
The Contribution of Lyrics and Acoustics to Collaborative Understanding of Mood
Shahrzad Nazeri, Sravana Reddy, Joana Correia, Jussi Karlgren, Rosie Jones
June 2022 | ICWSM
Time after Time: Longitudinal Trends in Nostalgic Listening
Clara Hanson, Jesse Anderton, Samuel F. Way, Ian Anderson, Scott Wolf, Alice Wang
June 2022 | ICWSM
The Dynamics of Exploration on Spotify
Lillio Mok, Samuel F. Way, Lucas Maystre, Ashton Anderson
May 2022 | ICASSP
Few-shot musical source separation
Yu Wang, Daniel Stoller, Rachel M. Bittner, Juan Pablo Bello
May 2022 | ICASSP
A Lightweight Instrument-Agnostic Model for Polyphonic Note Transcription and Multipitch Estimation
Rachel Bittner, Juan José Bosch, David Rubinstein, Gabriel Meseguer-Brocal, Sebastian Ewert
May 2022 | ICASSP
Improving Lyrics Alignment through Joint Pitch Detection
Jiawen Huang, Emmanouil Benetos, Sebastian Ewert
April 2022 | The Web Conference (WWW)
Sequential Recommendation via Stochastic Self-Attention
Ziwei Fan, Zhiwei Liu, Alice Wang, Zahra Nazari, Lei Zheng, Hao Peng, Philip S. Yu
April 2022 | The Web Conference (WWW)
Using Survival Models to Estimate Long-Term Engagement in Online Experiments
Praveen Chandar, Brian St. Thomas, Lucas Maystre, Vijay Pappu, Roberto Sanchis-Ojeda, Tiffany Wu, Ben Carterette, Mounia Lalmas, Tony Jebara
April 2022 | The Web Conference (WWW)
Choice of Implicit Signal Matters: Accounting for User Aspirations in Podcast Recommendations
Zahra Nazari, Praveen Chandar, Ghazal Fazelnia, Catie Edrwards, Ben Carterette, Mounia Lalmas