565 citations · 621 across the 33 of their papers we have counts for
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cs.AI2018
Embedding Multimodal Relational Data for Knowledge Base Completion
Pouya Pezeshkpour, Liyan Chen, Sameer Singh
Representing entities and relations in an embedding space is a well-studied approach for machine learning on relational data. Existing approaches, however, primarily focus on simpl…
stat.ML2018★ 2 cited
Compact Factorization of Matrices Using Generalized Round-Rank
Pouya Pezeshkpour, Carlos Guestrin, Sameer Singh
Matrix factorization is a well-studied task in machine learning for compactly representing large, noisy data. In our approach, instead of using the traditional concept of matrix ra…