Search Results for author: Qin Cao

Found 4 papers, 1 papers with code

Pan-infection Foundation Framework Enables Multiple Pathogen Prediction

no code implementations31 Dec 2024 Lingrui Zhang, Haonan Wu, Nana Jin, Chenqing Zheng, Jize Xie, Qitai Cai, Jun Wang, Qin Cao, Xubin Zheng, Jiankun Wang, Lixin Cheng

Host-response-based diagnostics can improve the accuracy of diagnosing bacterial and viral infections, thereby reducing inappropriate antibiotic prescriptions.

Knowledge Distillation

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.

Clustering

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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