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Hengrui Luo
Hengrui Luo
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Cited by
Cited by
Year
Randomized Numerical Linear Algebra: A Perspective on the Field With an Eye to Software
R Murray, J Demmel, MW Mahoney, NB Erichson, M Melnichenko, ...
arXiv preprint arXiv:2302.11474, 2023
242023
Sparse Additive Gaussian Process Regression
H Luo, G Nattino, MT Pratola
The Journal of Machine Learning Research 23 (61), 1-34, 2023
242023
Non-smooth Bayesian Optimization in Tuning Problems
H Luo, JW Demmel, Y Cho, XS Li, Y Liu
arXiv preprint arXiv:2109.07563, 2021
112021
Generalized Penalty for Circular Coordinate Representation
H Luo, A Patania, J Kim, M Vejdemo-Johansson
Foundations of Data Science 3 (4), 729-767, 2020
112020
GPTune User Guide
C Younghyun, JW Demmel, XS Li, Y Liu, H Luo, O Marques, ...
Lawrence Berkeley National Laboratory, https://gptune.lbl.gov/documentation …, 2022
10*2022
Hybrid Parameter Search and Dynamic Model Selection for Mixed-Variable Bayesian Optimization
H Luo, Y Cho, JW Demmel, XS Li, Y Liu
Journal of Computational and Graphical Statistics, 1-30, 2024
8*2024
Harnessing the Crowd for Autotuning High-Performance Computing Applications
Y Cho, JW Demmel, J King, XS Li, Y Liu, H Luo
2023 IEEE International Parallel and Distributed Processing Symposium (IPDPS …, 2023
72023
Combining Geometric and Topological Information for Boundary Estimation
H Luo, J Strait
2021 IEEE International Conference on Big Data (ICBD), 3841-3852, 2021
72021
Asymptotics of Lower Dimensional Zero-Density Regions
H Luo, SN MacEachern, M Peruggia
Statistics 57 (5), 1-32, 2023
62023
Evaluation of Classical Statistical Methods for Analyzing BS-Seq Data
H Luo, S Lin
OBM Genetics 2 (4), doi: 10.21926/obm.genet.1804053, 2018
52018
Sharded Bayesian Additive Regression Trees
H Luo, MT Pratola
arXiv preprint arXiv:2306.00361, 2023
42023
A Distance-Preserving Matrix Sketch
L Wilkinson, H Luo
Journal of Computational and Graphical Statistics 31 (4), 945-959, 2022
42022
Spherical Rotation Dimension Reduction with Geometric Loss Functions
H Luo, JE Purvis, D Li
arXiv preprint arXiv:2204.10975, 2022
42022
Enhancing Autotuning Capability with a History Database
Y Cho, JW Demmel, XS Li, Y Liu, H Luo
The IEEE 14th International Symposium on Embedded Multicore/Manycore SoCs …, 2020
42020
Efficient and Robust Bayesian Selection of Hyperparameters in Dimension Reduction for Visualization
YT Liao, H Luo, A Ma
arXiv preprint arXiv:2306.00357, 2023
32023
Nonparametric Multi-shape Modeling with Uncertainty Quantification
H Luo, JD Strait
arXiv preprint arXiv:2206.09127, 2022
32022
Topological Learning for Motion Data via Mixed Coordinates
H Luo, J Kim, A Patania, M Vejdemo-Johansson
2021 IEEE International Conference on Big Data (Big Data), 3853-3859, 2021
32021
A Unifying Perspective on Non-stationary Kernels for Deeper Gaussian Processes
MM Noack, H Luo, MD Risser
APL Machine Learning 2 (1), 2024
12024
Sample-Efficient Mapspace Optimization for DNN Accelerators with Bayesian Learning
G Dinh, IKJ Valsala, H Luo, C Hong, Y Cho, J Demmel, S Li, Y Liu
Architecture and System Support for Transformer Models (ASSYST@ ISCA 2023), 2023
12023
Computing with R-INLA: Accuracy and Reproducibility with Implications for the Analysis of COVID-19 Data
K Khan, H Luo, W Xi
arXiv preprint arXiv:2111.01285, 2021
12021
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