Search Results - "Xia, Yuhou"

Private queries on encrypted genomic data by Çetin, Gizem S, Chen, Hao, Laine, Kim, Lauter, Kristin, Rindal, Peter, Xia, Yuhou

“…One of the tasks in the iDASH Secure Genome Analysis Competition in 2016 was to demonstrate the feasibility of privacy-preserving queries on homomorphically…”
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Irreducibility of automorphic Galois representations of low dimensions by Xia, Yuhou

“…Let π be a polarizable, regular algebraic, cuspidal automorphic representation of GL n ( A F ) , where F is an imaginary CM field and n ≤ 6 . We show that…”
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Secure Logistic Regression Based on Homomorphic Encryption: Design and Evaluation by Kim, Miran, Song, Yongsoo, Wang, Shuang, Xia, Yuhou, Jiang, Xiaoqian

“…Learning a model without accessing raw data has been an intriguing idea to security and machine learning researchers for years. In an ideal setting, we want to…”
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SecureLR: Secure Logistic Regression Model via a Hybrid Cryptographic Protocol by Jiang, Yichen, Hamer, Jenny, Wang, Chenghong, Jiang, Xiaoqian, Kim, Miran, Song, Yongsoo, Xia, Yuhou, Mohammed, Noman, Sadat, Md Nazmus, Wang, Shuang

“…Machine learning applications are intensively utilized in various science fields, and increasingly the biomedical and healthcare sector. Applying predictive…”
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Irreducibility of Automorphic Galois Representations of Low Dimensions by Xia, Yuhou

“…Let π be a polarizable, regular algebraic, cuspidal automorphic representation of GLn(AF), where F is a CM field. We show that for n ≤ 6, there is a Dirichlet…”
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Sample-Efficient Bayesian Optimization with Transfer Learning for Heterogeneous Search Spaces by Deshwal, Aryan, Cakmak, Sait, Xia, Yuhou, Eriksson, David

“…Bayesian optimization (BO) is a powerful approach to sample-efficient optimization of black-box functions. However, in settings with very few function…”
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Rigorous performance bounds for quadratic and nested dynamical decoupling by Xia, Yuhou, Uhrig, Götz S., Lidar, Daniel A.

“…We present rigorous performance bounds for the quadratic dynamical decoupling pulse sequence which protects a qubit from general decoherence, and for its…”
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Rigorous Performance Bounds for Quadratic and Nested Dynamical Decoupling by Xia, Yuhou, Uhrig, Gotz S, Lidar, Daniel A

“…Phys. Rev. A 84, 062332 (2011) We present rigorous performance bounds for the quadratic dynamical decoupling (QDD) pulse sequence which protects a qubit from…”
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