32 citations · 79 across the 7 of their papers we have counts for
7 papers
Prediction-powered Inference by Mixture of Experts
Yanwu Gu, Linglong Kong, Dong Xia
The rapidly expanding artificial intelligence (AI) industry has produced diverse yet powerful prediction tools, each with its own network architecture, training strategy, data-proc…
Local Prediction-Powered Inference
Yanwu Gu, Dong Xia
To infer a function value on a specific point , it is essential to assign higher weights to the points closer to , which is called local polynomial / multivariable regression…
Benchmarking universal quantum gates via channel spectrum
Yanwu Gu, Wei-Feng Zhuang, Xudan Chai +1
Noise remains the major obstacle to scalable quantum computation. Quantum benchmarking provides key information on noise properties and is an important step for developing more adv…
Noise-resilient phase estimation with randomized compiling
Yanwu Gu, Yunheng Ma, Nicolo Forcellini +1
We develop an error mitigation method for the control-free phase estimation. We prove a theorem that under the first-order correction, the noise channels with only Hermitian Kraus…
Fast Quantum Calibration using Bayesian Optimization with State Parameter Estimator for Non-Markovian Environment
Peng Qian, Shahid Qamar, Xiao Xiao +5
As quantum systems expand in size and complexity, manual qubit characterization and gate optimization will be a non-scalable and time-consuming venture. Physical qubits have to be…
Randomized linear gate set tomography
Yanwu Gu, Rajesh Mishra, Berthold-Georg Englert +1
Characterizing the noise in the set of gate operations that form the building blocks of a quantum computational device is a necessity for assessing the quality of the device. Here,…
Very strong evidence in favor of quantum mechanics and against local hidden variables from a Bayesian analysis
Yanwu Gu, Weijun Li, Michael Evans +1
The data of four recent experiments --- conducted in Delft, Vienna, Boulder, and Munich with the aim of refuting nonquantum hidden-variables alternatives to the quantum-mechanical…