Concepedia

Shared-memory and shared-nothing stochastic gradient descent algorithms for matrix completion

Faraz Makari, Christina Teflioudi, Rainer Gemulla, Peter J. Haas, Yannis Sismanis

Knowledge and Information Systems · 2014 · 23 citations · 23 references

DOI

Concepts

References

23

Matrix Factorization Techniques for Recommender Systems

Yehuda Koren, Robert Bell, Chris Volinsky · Computer · 2009 · 11.7K citations

, , +13

A Limited Memory Algorithm for Bound Constrained Optimization

Richard H. Byrd, Peihuang Lu, Jorge Nocedal et al. · SIAM Journal on Scientific Computing · 1995 · 6.2K citations

, , +16

Exact Matrix Completion via Convex Optimization

Emmanuel J. Candès, Benjamin Recht · Foundations of Computational Mathematics · 2009 · 5.1K citations · Full text

, , +15

Collaborative Filtering for Implicit Feedback Datasets

Yifan Hu, Yehuda Koren, Chris Volinsky · 2008 · 3.2K citations

, , +16

Distributed asynchronous deterministic and stochastic gradient optimization algorithms

John N. Tsitsiklis, Dimitri P. Bertsekas, Michael Athans · IEEE Transactions on Automatic Control · 1986 · 2K citations

, , +11