Rebecca Salganik

PhD student, Computer Science, University of Rochester

Joined

January 2024

Names

Rebecca Salganik (Preferred)

Emails

****@umontreal.ca (Confirmed)

****@gmail.com (Confirmed)

****@ur.rochester.edu (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

PhD student

Computer Science , University of Rochester (rochester.edu)

2024 – 2029

MS student

Computer Science, Université de Montréal (umontreal.ca)

2021 – 2023

Advisors, Relations & Conflicts

Coauthor

Guillaume Salha-Galvan

2024 – Present

Coauthor

Yunshan Ma

2023 – Present

PhD Advisor

Anson Kahng

2025 – 2029

PhD Advisor

Jian Kang

2024 – 2029

Expertise

Music Information Retrieval

Present

Graph Neural Networks

Present

Publications

MusicSem: A Semantically Rich Language-Audio Dataset of Organic Musical Discourse
Rebecca Salganik, Teng Tu, Fei-Yueh Chen, Xiaohao Liu, Kaifeng Lu, Ethan Luvisia, Zhiyao Duan, Guillaume Salha-Galvan, Anson Kahng, Yunshan Ma, Jian Kang
- AI4Music
- Readers: Everyone
Navigating Discoverability in the Digital Era: A Theoretical Framework
Rebecca Salganik, Valdy Wiratama, Heritiana Ranaivoson, Adelaida Afilipoaie
- CoRR 2024
- Readers: Everyone
Fairness Through Domain Awareness: Mitigating Popularity Bias for Music Discovery
Rebecca Salganik, Fernando Diaz, Golnoosh Farnadi
- ECIR (4) 2024
- Readers: Everyone
LARP: Language Audio Relational Pre-training for Cold-Start Playlist Continuation
Rebecca Salganik, Xiaohao Liu, Yunshan Ma, Jian Kang, Tat-Seng Chua
- CoRR 2024
- Readers: Everyone
Navigating Discoverability in the Digital Era: A Theoretical Framework
Rebecca Salganik, Valdy Wiratama, Adelaida Afilipoaie, Heritiana Ranaivoson
- MuRS@RecSys 2024
- Readers: Everyone
Fairness Through Domain Awareness: Mitigating Popularity Bias For Music Discovery
Rebecca Salganik, Fernando Diaz, Golnoosh Farnadi
- CoRR 2023
- Readers: Everyone
Harms from Increasingly Agentic Algorithmic Systems
Alan Chan, Rebecca Salganik, Alva Markelius, Chris Pang, Nitarshan Rajkumar, Dmitrii Krasheninnikov, Lauro Langosco, Zhonghao He, Yawen Duan, Micah Carroll, Michelle Lin, Alex Mayhew, Katherine Collins, Maryam Molamohammadi, John Burden, Wanru Zhao, Shalaleh Rismani, Konstantinos Voudouris, Umang Bhatt, Adrian Weller et al. (2 additional authors not shown)
- 2023 (modified: 16 Apr 2023)
- CoRR 2023
- Readers: Everyone
Harms from Increasingly Agentic Algorithmic Systems
Alan Chan, Rebecca Salganik, Alva Markelius, Chris Pang, Nitarshan Rajkumar, Dmitrii Krasheninnikov, Lauro Langosco, Zhonghao He, Yawen Duan, Micah Carroll, Michelle Lin, Alex Mayhew, Katherine M. Collins, Maryam Molamohammadi, John Burden, Wanru Zhao, Shalaleh Rismani, Konstantinos Voudouris, Umang Bhatt, Adrian Weller et al. (2 additional authors not shown)
- Published: 01 Jan 2023, Last Modified: 04 Oct 2023
- FAccT 2023
- Readers: Everyone
Analyzing the Effect of Sampling in GNNs on Individual Fairness
Rebecca Salganik, Fernando Diaz, Golnoosh Farnadi
- CoRR 2022
- Readers: Everyone

Co-Authors

View all 38 co-authors