Search Results for author: Qin Cao

Found 3 papers, 1 papers with code

Online Hierarchical Clustering Approximations

no code implementations20 Sep 2019 Aditya Krishna Menon, Anand Rajagopalan, Baris Sumengen, Gui Citovsky, Qin Cao, Sanjiv Kumar

The second algorithm, OHAC, is an online counterpart to offline HAC, which is known to yield a 1/3-approximation to the MW revenue, and produce good quality clusters in practice.

Neural SDE: Stabilizing Neural ODE Networks with Stochastic Noise

1 code implementation5 Jun 2019 Xuanqing Liu, Tesi Xiao, Si Si, Qin Cao, Sanjiv Kumar, Cho-Jui Hsieh

In this paper, we propose a new continuous neural network framework called Neural Stochastic Differential Equation (Neural SDE) network, which naturally incorporates various commonly used regularization mechanisms based on random noise injection.

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