Concepedia

Benjamin M. Marlin

BM

53

Publications

3.7K

Citations

30

H-Index

2003

Active since

Affiliations

University of Massachusetts Amherst(Current)

University of British Columbia

Amherst College

University of Toronto

University of California, Los Angeles

Benjamin M. Marlin is an author at University of Massachusetts Amherst specializing in engineering, data science, and machine learning.

Top concepts

EngineeringData ScienceMachine LearningComputer SciencePredictive AnalyticsStatisticsKnowledge DiscoveryDeep LearningPattern RecognitionData Mining

Publications per year

2003–2024

53

Publications

53

Relation Extraction with Matrix Factorization and Universal Schemas

Sebastian Riedel, Limin Yao, Andrew McCallum et al. · ScholarWorks@UMassAmherst (University of Massachusetts Amherst) · 2013 · 587 citations · Full text

Collaborative prediction and ranking with non-random missing data

Benjamin M. Marlin, Richard S. Zemel · 2009 · 313 citations

Group Recommenders, Engineering, Machine Learning +14

Modeling User Rating Profiles For Collaborative Filtering

Benjamin M. Marlin · 2003 · 267 citations

Collaborative Filtering and the Missing at Random Assumption

Benjamin M. Marlin, Richard S. Zemel, Sam T. Roweis et al. · arXiv (Cornell University) · 2012 · 186 citations · Full text

Engineering, Communication, Computational Social Science +17

Collaborative Filtering: A Machine Learning Perspective

Benjamin M. Marlin · 2004 · 180 citations

Rows per page

1–5 of 53