31 citations · 44 across the 3 of their papers we have counts for
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cs.LG2019
MLSys: The New Frontier of Machine Learning Systems
Alexander Ratner, Dan Alistarh, Gustavo Alonso +66
Machine learning (ML) techniques are enjoying rapidly increasing adoption. However, designing and implementing the systems that support ML models in real-world deployments remains…
cs.LG2015★ 4 cited
Efficient Elastic Net Regularization for Sparse Linear Models
Zachary C. Lipton, Charles Elkan
This paper presents an algorithm for efficient training of sparse linear models with elastic net regularization. Extending previous work on delayed updates, the new algorithm appli…