Search Results for author: Zishuo Zhao

Found 3 papers, 1 papers with code

Proof-of-Learning with Incentive Security

no code implementations13 Apr 2024 Zishuo Zhao, Zhixuan Fang, Xuechao Wang, Xi Chen, Yuan Zhou

Most concurrent blockchain systems rely heavily on the Proof-of-Work (PoW) or Proof-of-Stake (PoS) mechanisms for decentralized consensus and security assurance.

Computational Efficiency POS

Musical Instrument Classification via Low-Dimensional Feature Vectors

2 code implementations16 Sep 2019 Zishuo Zhao, Haoyun Wang

Music is a mysterious language that conveys feeling and thoughts via different tones and timbre.

Classification General Classification

Noise-Stable Rigid Graphs for Euclidean Embedding

no code implementations15 Jul 2019 Zishuo Zhao

We proposed a new criterion \textit{noise-stability}, which revised the classical rigidity theory, for evaluation of MDS algorithms which can truthfully represent the fidelity of global structure reconstruction; then we proved the noise-stability of the cMDS algorithm in generic conditions, which provides a rigorous theoretical guarantee for the precision and theoretical bounds for Euclidean embedding and its application in fields including wireless sensor network localization and satellite positioning.

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