Search Results for author: Yu Xin

Found 5 papers, 0 papers with code

Symphony: Optimized DNN Model Serving using Deferred Batch Scheduling

no code implementations14 Aug 2023 Lequn Chen, Weixin Deng, Anirudh Canumalla, Yu Xin, Danyang Zhuo, Matthai Philipose, Arvind Krishnamurthy

However, existing model serving systems cannot achieve adequate batch sizes while meeting latency objectives as these systems eagerly dispatch requests to accelerators to minimize the accelerator idle time.

Scheduling

NeRF synthesis with shading guidance

no code implementations20 Jun 2023 Chenbin Li, Yu Xin, Gaoyi Liu, Xiang Zeng, Ligang Liu

We can also synthesize new scenes on curved surface with arbitrary lighting effects, which enhances the practicality of our proposed NeRF synthesis approach.

Controlling privacy in recommender systems

no code implementations NeurIPS 2014 Yu Xin, Tommi Jaakkola

Recommender systems involve an inherent trade-off between accuracy of recommendations and the extent to which users are willing to release information about their preferences.

Recommendation Systems

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