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Xiliang Lu

  1. Non-asymptotic Approximation Error Bounds of Parameterized Quantum Circuits
    2023/10/11 by Yu Zhan, Yu, Zhan, Qiuhao Chen +11 · 12 citations
    Computer Science · Physics and Astronomy · #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Numerical Methods and Algorithms #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph)
  2. A Primal Dual Active Set with Continuation Algorithm for the ℓ0-Regularized Optimization Problem
    2014/03/03 by Yuling Jiao, Bangti Jin, Jiao, Yuling +3 · 2 citations
    Computer Science · Mathematics · #FOS: Computer and information sciences #FOS: Mathematics #Information Theory (cs.IT) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #cs.IT #math.IT #math.OC #stat.ML
  3. Take Care of Your Prompt Bias! Investigating and Mitigating Prompt Bias in Factual Knowledge Extraction
    2024/03/15 by Ziyang Xu, Keqin Peng, Xu, Ziyang +7 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling
  4. Deep Neural Networks with ReLU-Sine-Exponential Activations Break Curse of Dimensionality in Approximation on Hölder Class
    2021/02/28 by Yuling Jiao, Yanming Lai, Jiao, Yuling +9 · 2 citations
    Computer Science · Engineering · Physics and Astronomy · #Advanced Numerical Analysis Techniques #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Neural Networks and Applications #Neural and Evolutionary Computing (cs.NE) #Numerical Analysis (math.NA)
  5. Efficient and practical quantum compiler towards multi-qubit systems with deep reinforcement learning
    2022/04/14 by Qiuhao Chen, Chen, Qiuhao, Yuxuan Du +9 · 2 citations
    Computer Science · #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Neural Networks and Reservoir Computing #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph)
  6. Numerical identification of a Robin coefficient in parabolic problems
    2012/01/12 by Bangti Jin, Xiliang Lu · 1 citation
    Mathematics · Computer Science · Engineering · #Numerical methods in inverse problems #Advanced Mathematical Modeling in Engineering #Composite Material Mechanics
  7. Current density impedance imaging with PINNs
    2023/06/24 by Chenguang Duan, Duan, Chenguang, Yuling Jiao +5 · 2 citations
    Engineering · Physics and Astronomy · #Artificial Intelligence (cs.AI) #Electrical and Bioimpedance Tomography #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Non-Destructive Testing Techniques #Numerical Analysis (math.NA)
  8. A Constructive Approach to High-dimensional Regression
    2017/01/18 by Jian Huang, Huang, Jian, Yuling Jiao +5 · 2 citations
    Computer Science · Engineering · Mathematics · #Stochastic Gradient Optimization Techniques #Sparse and Compressive Sensing Techniques #Statistical Methods and Inference
  9. Global Optimization via Schrödinger-Föllmer Diffusion
    2021/10/31 by Yin Dai, Dai, Yin, Yuling Jiao +7 · 1 citation
    Economics, Econometrics and Finance · Mathematics · #FOS: Mathematics #Markov Chains and Monte Carlo Methods #Optimization and Control (math.OC) #Statistical Methods and Inference #Stochastic processes and financial applications
  10. Sampling via Föllmer Flow
    2023/11/07 by Zhao Ding, Ding, Zhao, Yuling Jiao +7 · 1 citation
    Computer Science · Physics and Astronomy · #58J65 #60J60 #62D05 #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Image and Signal Denoising Methods #Methodology (stat.ME) #Model Reduction and Neural Networks
  11. Numerical Recovery of the Diffusion Coefficient in Diffusion Equations from Terminal Measurement
    2024/05/17 by Bangti Jin, Jin, Bangti, Xiliang Lu +5 · 3 citations
    Mathematics · Computer Science · #FOS: Mathematics #Numerical Analysis (math.NA)
  12. GraHTP: A Provable Newton-like Algorithm for Sparse Phase Retrieval
    2024/10/05 by Licheng Dai, Xiliang Lu, Dai, Licheng +3 · 1 citation
    Engineering · Physics and Astronomy · #Advanced X-ray Imaging Techniques #FOS: Mathematics #Hydrocarbon exploration and reservoir analysis #Nuclear Physics and Applications #Numerical Analysis (math.NA)