Jiayi Kang

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 12

Top Topics

Robust Tracking

Noisy Observations

Homomorphic Encryption

Particle Filter

Top Venues

IACR Cryptol. ePrint Arch.

IEEE Trans. Aerosp. Electron. Syst.

IEEE Trans. Neural Networks Learn. Syst.

Publications

Xiuqiong Chen, Jiayi Kang, Stephen S.-T. Yau
Time-varying feedback particle filter. Autom. 167 (2024)
Yangtianze Tao, Jiayi Kang, Stephen Shing-Toung Yau
Neural Projection Filter: Learning Unknown Dynamics Driven by Noisy Observations. IEEE Trans. Neural Networks Learn. Syst. 35 (7) (2024)
Kelong Cong, Jiayi Kang, Georgio Nicolas, Jeongeun Park
Faster Private Decision Tree Evaluation for Batched Input from Homomorphic Encryption. IACR Cryptol. ePrint Arch. 2024 (2024)
Jiayi Kang, Andrew Salmon, Stephen S.-T. Yau
Log-Concave Posterior Densities Arising in Continuous Filtering and a Maximum A Posteriori Algorithm. SIAM J. Control. Optim. 61 (4) (2023)
Robin Geelen, Ilia Iliashenko, Jiayi Kang, Frederik Vercauteren
and Faster Bootstrapping for Homomorphic Encryption. EUROCRYPT (3) (2023)
Yangtianze Tao, Jiayi Kang, Stephen Shing-Toung Yau
Maximum Correntropy Ensemble Kalman Filter. CDC (2023)
Kelong Cong, Robin Geelen, Jiayi Kang, Jeongeun Park
Efficient and Secure k-NN Classification from Improved Data-Oblivious Programs and Homomorphic Encryption. IACR Cryptol. ePrint Arch. 2023 (2023)
Jiayi Kang, Xiaopei Jiao, Stephen S.-T. Yau
Finite Dimensional Estimation Algebra for Time-Varying Filtering System and Optimal Transport Particle Filter: A Tangent Flow Point of View. IEEE Trans. Aerosp. Electron. Syst. 59 (6) (2023)
Yangtianze Tao, Jiayi Kang, Stephen Shing-Toung Yau
Maximum Correntropy Ensemble Kalman Filter. CoRR (2023)
Jiayi Kang, Xiuqiong Chen, Yangtianze Tao, Stephen Shing-Toung Yau
Optimal Transportation Particle Filter for Linear Filtering Systems With Correlated Noises. IEEE Trans. Aerosp. Electron. Syst. 58 (6) (2022)
Robin Geelen, Ilia Iliashenko, Jiayi Kang, Frederik Vercauteren
and Faster Bootstrapping for Homomorphic Encryption. IACR Cryptol. ePrint Arch. 2022 (2022)
Xiuqiong Chen, Jiayi Kang, Mina Teicher, Stephen S.-T. Yau
A New Linear Regression Kalman Filter with Symmetric Samples. Symmetry 13 (11) (2021)