Search Results for author: Liana Fong

Found 3 papers, 2 papers with code

"Sliced" Subwindow Search: a Sublinear-complexity Solution to the Maximum Rectangle Problem

no code implementations31 Jul 2019 Max Reuter, Gheorghe-Teodor Bercea, Liana Fong

In general, our solution outperforms existing solutions when matrices are sufficiently large and a marginal decrease in accuracy is acceptable, such as in many problems involving natural images.

Object Localization

Matrix Factorization on GPUs with Memory Optimization and Approximate Computing

1 code implementation11 Aug 2018 Wei Tan, Shiyu Chang, Liana Fong, Cheng Li, Zijun Wang, Liangliang Cao

Current MF implementations are either optimized for a single machine or with a need of a large computer cluster but still are insufficient.

Collaborative Filtering Data Compression

Faster and Cheaper: Parallelizing Large-Scale Matrix Factorization on GPUs

3 code implementations11 Mar 2016 Wei Tan, Liangliang Cao, Liana Fong

Matrix factorization (MF) is employed by many popular algorithms, e. g., collaborative filtering.

Distributed, Parallel, and Cluster Computing Performance

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