Jiyan Yang

activity

20132026

most citedCompositional Embeddings Using Complementary Partitions for Memory-Efficient Recommendation Systems

91 citations · 505 across the 35 of their papers we have counts for

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Showing math.OCShow all

3 papers · 1 filter

math.OC2016★ 69 cited

Sub-sampled Newton Methods with Non-uniform Sampling

Peng Xu, Jiyan Yang, Farbod Roosta-Khorasani +2

We consider the problem of finding the minimizer of a convex function $F : R^{d} \to R$ of the form $F (w) := \sum_{i = 1}^{n} f_{i} (w) + R (w)$ where a low-rank facto…

math.OC2015★ 4 cited

Control of Generalized Energy Storage Networks

Junjie Qin, Yinlam Chow, Jiyan Yang +1

The integration of intermittent and volatile renewable energy resources requires increased flexibility in the operation of the electric grid. Storage, broadly speaking, provides th…

math.OC2015★ 4 cited

Weighted SGD for $ℓ_{p}$ Regression with Randomized Preconditioning

Jiyan Yang, Yin-Lam Chow, Christopher Ré +1

In recent years, stochastic gradient descent (SGD) methods and randomized linear algebra (RLA) algorithms have been applied to many large-scale problems in machine learning and dat…

Sub-sampled Newton Methods with Non-uniform Sampling

Control of Generalized Energy Storage Networks

Weighted SGD for ℓp​ Regression with Randomized Preconditioning

Weighted SGD for $ℓ_{p}$ Regression with Randomized Preconditioning