Search Results for author: Rishabh Mehrotra

Found 6 papers, 1 papers with code

Mostra: A Flexible Balancing Framework to Trade-off User, Artist and Platform Objectives for Music Sequencing

no code implementations22 Apr 2022 Emanuele Bugliarello, Rishabh Mehrotra, James Kirk, Mounia Lalmas

We consider the task of sequencing tracks on music streaming platforms where the goal is to maximise not only user satisfaction, but also artist- and platform-centric objectives, needed to ensure long-term health and sustainability of the platform.

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.

News Recommendation Recommendation Systems

The Music Streaming Sessions Dataset

no code implementations31 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.

Information Retrieval Music Information Retrieval

Extracting Hierarchies of Search Tasks & Subtasks via a Bayesian Nonparametric Approach

no code implementations6 Jun 2017 Rishabh Mehrotra, Emine Yilmaz

As a result, significant amount of research has been devoted to extracting proper representations of tasks in order to enable search systems to help users complete their tasks, as well as providing the end user with better query suggestions, for better recommendations, for satisfaction prediction, and for improved personalization in terms of tasks.

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