Search Results for author: Brian Brost

Found 4 papers, 3 papers with code

Data Cleansing with Contrastive Learning for Vocal Note Event Annotations

1 code implementation5 Aug 2020 Gabriel Meseguer-Brocal, Rachel Bittner, Simon Durand, Brian Brost

We propose a novel data cleansing model for time-varying, structured labels which exploits the local structure of the labels, and demonstrate its usefulness for vocal note event annotations in music.

Contrastive Learning Information Retrieval +2

Counterfactual Evaluation of Slate Recommendations with Sequential Reward Interactions

1 code implementation25 Jul 2020 James McInerney, Brian Brost, Praveen Chandar, Rishabh Mehrotra, Ben Carterette

Users of music streaming, video streaming, news recommendation, and e-commerce services often engage with content in a sequential manner.

counterfactual News Recommendation +2

The Music Streaming Sessions Dataset

1 code implementation31 Dec 2018 Brian Brost, Rishabh Mehrotra, Tristan Jehan

In order to spur that research, we release the Music Streaming Sessions Dataset (MSSD), which consists of 160 million listening sessions and associated user actions.

counterfactual Information Retrieval +2

Multi-Dueling Bandits and Their Application to Online Ranker Evaluation

no code implementations22 Aug 2016 Brian Brost, Yevgeny Seldin, Ingemar J. Cox, Christina Lioma

Online ranker evaluation can be modeled by dueling ban- dits, a mathematical model for online learning under limited feedback from pairwise comparisons.

Online Ranker Evaluation

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