Guang Yang

activity

20182026

most citedRingFed: Reducing Communication Costs in Federated Learning on Non-IID Data

9 citations · 10 across the 6 of their papers we have counts for

collaborators

Showing 2019Show all

2 papers · 1 filter

cs.CC2019

Querying a Matrix through Matrix-Vector Products

Xiaoming Sun, David P. Woodruff, Guang Yang +1

We consider algorithms with access to an unknown matrix $M \in F^{n \times d}$ via matrix-vector products, namely, the algorithm chooses vectors $\mathbf{v}^1, \ldots, \math…

cs.CC2019★ 1 cited

Separating k-Player from t-Player One-Way Communication, with Applications to Data Streams

Elbert Du, Michael Mitzenmacher, David P. Woodruff +1

In a $k$ -party communication problem, the $k$ players with inputs $x_{1}, x_{2}, \dots, x_{k}$ , respectively, want to evaluate a function $f (x_{1}, x_{2}, \dots, x_{k})$ using as little comm…