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Robin Burke — most-cited papers & profile · Recommender Systems
← authors
·
overview
Robin Burke
26
papers ·
543
citations ·
57
h-index
University of Colorado Boulder
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
The Unfairness of Popularity Bias in Recommendation
2019 · 111 citations
Multisided Fairness for Recommendation
2017 · 91 citations
Managing Popularity Bias in Recommender Systems with Personalized Re-ranking
2019 · 83 citations
Beyond Personalization: Research Directions in Multistakeholder Recommendation
2019 · 66 citations
Personalizing Fairness-aware Re-ranking
2018 · 40 citations
Unbiased Cascade Bandits: Mitigating Exposure Bias in Online Learning to Rank Recommendation
2021 · 23 citations
Developing a Recommendation Benchmark for MLPerf Training and Inference
2020 · 22 citations
The Impact of Popularity Bias on Fairness and Calibration in Recommendation
2019 · 19 citations
Popularity-Aware Item Weighting for Long-Tail Recommendation
2018 · 17 citations
Weighted Random Walk Sampling for Multi-Relational Recommendation
2017 · 14 citations
Addressing the Multistakeholder Impact of Popularity Bias in Recommendation Through Calibration
2020 · 10 citations
The Connection Between Popularity Bias, Calibration, and Fairness in Recommendation
2020 · 10 citations
Patterns of Multistakeholder Recommendation
2017 · 6 citations
Crank up the volume: preference bias amplification in collaborative recommendation
2019 · 6 citations
Bias Disparity in Collaborative Recommendation: Algorithmic Evaluation and Comparison
2019 · 5 citations
Top co-authors
Bamshad Mobasher
· 12
Himan Abdollahpouri
· 11
Masoud Mansoury
· 8
Nicholas Mattei
· 5
Amanda Aird
· 3
Cassidy All
· 3
Mykola Pechenizkiy
· 3
Nasim Sonboli
· 3
Amy Voida
· 2
Elena Stefancova
· 2
Elena \v{S}tefancov\'a
· 2
Joshua Sun
· 2
Topics
Fairness & Ethics
Collaborative Filtering
Ranking & CTR
Graph-based
LLM-based
Two-Tower & Retrieval
Sequential & Session