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Art B. Owen
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- affiliation: Stanford University, Department of Statistics
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2020 – today
- 2024
- [j38]Zexin Pan, Art B. Owen:
Super-polynomial accuracy of multidimensional randomized nets using the median-of-means. Math. Comput. 93(349): 2265-2289 (2024) - [j37]Art B. Owen, Zexin Pan:
Gain Coefficients for Scrambled Halton Points. SIAM J. Numer. Anal. 62(3): 1021-1038 (2024) - [j36]Christopher R. Hoyt, Art B. Owen:
Mean Dimension of Radial Basis Functions. SIAM J. Numer. Anal. 62(3): 1191-1211 (2024) - [i34]Zexin Pan, Art B. Owen:
Skewness of a randomized quasi-Monte Carlo estimate. CoRR abs/2405.06136 (2024) - 2023
- [j35]Zexin Pan, Art B. Owen:
The nonzero gain coefficients of Sobol's sequences are always powers of two. J. Complex. 75: 101700 (2023) - [j34]Naofumi Hama, Masayoshi Mase, Art B. Owen:
Deletion and Insertion Tests in Regression Models. J. Mach. Learn. Res. 24: 290:1-290:38 (2023) - [j33]Pamphile T. Roy
, Art B. Owen
Quasi-Monte Carlo Methods in Python. J. Open Source Softw. 8(87): 5309 (2023) - [j32]Sifan Liu
Preintegration via Active Subspace. SIAM J. Numer. Anal. 61(2): 495-514 (2023) - [c5]Pierre L'Ecuyer, Marvin K. Nakayama, Art B. Owen, Bruno Tuffin:
Confidence Intervals for Randomized Quasi-Monte Carlo Estimators. WSC 2023: 445-456 - [i33]Christopher R. Hoyt, Art B. Owen:
Mean dimension of radial basis functions. CoRR abs/2302.09689 (2023) - [i32]Art B. Owen, Zexin Pan:
Gain coefficients for scrambled Halton points. CoRR abs/2308.08035 (2023) - [i31]Michael Gnewuch, Peter Kritzer, Art B. Owen, Zexin Pan:
Computable error bounds for quasi-Monte Carlo using points with non-negative local discrepancy. CoRR abs/2309.04209 (2023) - 2022
- [j31]Zexin Pan, Art B. Owen:
Super-polynomial accuracy of one dimensional randomized nets using the median of means. Math. Comput. 92(340): 805-837 (2022) - [i30]Sifan Liu, Art B. Owen:
Pre-integration via Active Subspaces. CoRR abs/2202.02682 (2022) - [i29]Naofumi Hama, Masayoshi Mase, Art B. Owen:
Deletion and Insertion Tests in Regression Models. CoRR abs/2205.12423 (2022) - [i28]Masayoshi Mase, Art B. Owen, Benjamin B. Seiler:
Variable importance without impossible data. CoRR abs/2205.15750 (2022) - [i27]Zexin Pan, Art B. Owen:
Super-polynomial accuracy of multidimensional randomized nets using the median-of-means. CoRR abs/2208.05078 (2022) - [i26]Naofumi Hama, Masayoshi Mase, Art B. Owen:
Model free Shapley values for high dimensional data. CoRR abs/2211.08414 (2022) - 2021
- [j30]Sifan Liu, Art B. Owen:
Quasi-Monte Carlo Quasi-Newton in Variational Bayes. J. Mach. Learn. Res. 22: 243:1-243:23 (2021) - [j29]Amal Ben Abdellah, Pierre L'Ecuyer
Density Estimation by Randomized Quasi-Monte Carlo. SIAM/ASA J. Uncertain. Quantification 9(1): 280-301 (2021) - [j28]Art B. Owen, Christopher R. Hoyt:
Efficient Estimation of the ANOVA Mean Dimension, with an Application to Neural Net Classification. SIAM/ASA J. Uncertain. Quantification 9(2): 708-730 (2021) - [j27]Art B. Owen, Daniel Rudolf:
A Strong Law of Large Numbers for Scrambled Net Integration. SIAM Rev. 63(2): 360-372 (2021) - [c4]Ben J. Marafino, Alejandro Schuler, Vincent X. Liu, Art B. Owen, Gabriel J. Escobar, Michael Baiocchi:
Integrating Evaluations of Predictive Algorithm-Driven Interventions into Clinical Workflows with the Dynamic Discontinuity Deployment Design. AMIA 2021 - [i25]Sifan Liu, Art B. Owen:
Quasi-Newton Quasi-Monte Carlo for variational Bayes. CoRR abs/2104.02865 (2021) - [i24]Masayoshi Mase, Art B. Owen, Benjamin B. Seiler:
Cohort Shapley value for algorithmic fairness. CoRR abs/2105.07168 (2021) - [i23]Benjamin Seiler, Masayoshi Mase, Art B. Owen:
What makes you unique? CoRR abs/2105.08013 (2021) - [i22]Zexin Pan, Art B. Owen:
The nonzero gain coefficients of Sobol's sequences are always powers of two. CoRR abs/2106.10534 (2021) - [i21]Christopher R. Hoyt, Art B. Owen:
Probing neural networks with t-SNE, class-specific projections and a guided tour. CoRR abs/2107.12547 (2021) - [i20]Art B. Owen, Zexin Pan:
An open question about powers of log(n) in quasi-Monte Carlo. CoRR abs/2110.06420 (2021) - [i19]Zexin Pan, Art B. Owen:
Super-polynomial accuracy of one dimensional randomized nets using the median-of-means. CoRR abs/2111.12676 (2021) - 2020
- [j26]Christopher R. Hoyt, Art B. Owen:
Mean Dimension of Ridge Functions. SIAM J. Numer. Anal. 58(2): 1195-1216 (2020) - [j25]Art B. Owen, Yi Zhou:
The Square Root Rule for Adaptive Importance Sampling. ACM Trans. Model. Comput. Simul. 30(2): 13:1-13:12 (2020) - [c3]Art B. Owen:
On Dropping the First Sobol' Point. MCQMC 2020: 71-86 - [i18]Art B. Owen:
A strong law of large numbers for scrambled net integration. CoRR abs/2002.07859 (2020) - [i17]Christopher R. Hoyt, Art B. Owen:
Efficient estimation of the ANOVA mean dimension, with an application to neural net classification. CoRR abs/2007.01281 (2020) - [i16]Art B. Owen:
On dropping the first Sobol' point. CoRR abs/2008.08051 (2020)
2010 – 2019
- 2019
- [j24]Mark A. Girolami
Editorial: special edition on probabilistic numerics. Stat. Comput. 29(6): 1181-1183 (2019) - [j23]Art B. Owen:
Effective Dimension of Some Weighted Pre-Sobolev Spaces with Dominating Mixed Partial Derivatives. SIAM J. Numer. Anal. 57(2): 547-562 (2019) - [i15]Art B. Owen:
Unreasonable effectiveness of Monte Carlo. CoRR abs/1901.06428 (2019) - [i14]Christopher R. Hoyt, Art B. Owen:
Mean Dimension of Ridge Functions. CoRR abs/1907.01942 (2019) - [i13]Masayoshi Mase, Art B. Owen, Benjamin Seiler:
Explaining black box decisions by Shapley cohort refinement. CoRR abs/1911.00467 (2019) - 2017
- [j22]Kinjal Basu, Art B. Owen:
Scrambled Geometric Net Integration Over General Product Spaces. Found. Comput. Math. 17(2): 467-496 (2017) - [j21]Art B. Owen, Clémentine Prieur:
On Shapley Value for Measuring Importance of Dependent Inputs. SIAM/ASA J. Uncertain. Quantification 5(1): 986-1002 (2017) - [i12]Art B. Owen:
A randomized Halton algorithm in R. CoRR abs/1706.02808 (2017) - [i11]Art B. Owen, Yury Maximov, Michael Chertkov:
Importance sampling the union of rare events with an application to power systems analysis. CoRR abs/1710.06965 (2017) - 2016
- [j20]Art B. Owen:
A constraint on extensible quadrature rules. Numerische Mathematik 132(3): 511-518 (2016) - [j19]Kinjal Basu, Art B. Owen:
Transformations and Hardy-Krause Variation. SIAM J. Numer. Anal. 54(3): 1946-1966 (2016) - [i10]Kinjal Basu, Art B. Owen:
Quasi-Monte Carlo for an Integrand with a Singularity along a Diagonal in the Square. CoRR abs/1609.07444 (2016) - 2015
- [j18]Jessica L. Larson, Art B. Owen:
Moment based gene set tests. BMC Bioinform. 16: 132:1-132:17 (2015) - [j17]Kinjal Basu, Art B. Owen:
Low Discrepancy Constructions in the Triangle. SIAM J. Numer. Anal. 53(2): 743-761 (2015) - [i9]Kinjal Basu, Art B. Owen:
Scrambled geometric net integration over general product spaces. CoRR abs/1503.02737 (2015) - [i8]Art B. Owen:
Statistically efficient thinning of a Markov chain sampler. CoRR abs/1510.07727 (2015) - 2014
- [j16]Art B. Owen:
Sobol' Indices and Shapley Value. SIAM/ASA J. Uncertain. Quantification 2(1): 245-251 (2014) - [i7]Kinjal Basu, Art B. Owen:
Low discrepancy constructions in the triangle. CoRR abs/1403.2649 (2014) - [i6]Art B. Owen:
A constraint on extensible quadrature rules. CoRR abs/1404.5363 (2014) - [i5]Zhijian He, Art B. Owen:
Extensible grids: uniform sampling on a space-filling curve. CoRR abs/1406.4549 (2014) - 2013
- [j15]Art B. Owen:
Variance Components and Generalized Sobol' Indices. SIAM/ASA J. Uncertain. Quantification 1(1): 19-41 (2013) - [j14]Art B. Owen:
Better estimation of small sobol' sensitivity indices. ACM Trans. Model. Comput. Simul. 23(2): 11:1-11:17 (2013) - 2012
- [j13]David F. Gleich, Art B. Owen:
Moment-Based Estimation of Stochastic Kronecker Graph Parameters. Internet Math. 8(3): 232-256 (2012) - [c2]Ping Li, Art B. Owen, Cun-Hui Zhang:
One Permutation Hashing. NIPS 2012: 3122-3130 - [i4]Art B. Owen:
Better estimation of small Sobol' sensitivity indices. CoRR abs/1204.4763 (2012) - [i3]Ping Li, Art B. Owen, Cun-Hui Zhang:
One Permutation Hashing for Efficient Search and Learning. CoRR abs/1208.1259 (2012) - 2011
- [i2]David F. Gleich, Art B. Owen:
Moment based estimation of stochastic Kronecker graph parameters. CoRR abs/1106.1674 (2011) - 2010
- [j12]Patrick O. Perry, Art B. Owen:
A Rotation Test to Verify Latent Structure. J. Mach. Learn. Res. 11: 603-624 (2010) - [i1]Yiyuan She, Art B. Owen:
Outlier Detection Using Nonconvex Penalized Regression. CoRR abs/1006.2592 (2010)
2000 – 2009
- 2009
- [j11]Lucinda K. Southworth, Stuart K. Kim, Art B. Owen:
Properties of Balanced Permutations. J. Comput. Biol. 16(4): 625-638 (2009) - 2007
- [j10]Art B. Owen:
Infinitely Imbalanced Logistic Regression. J. Mach. Learn. Res. 8: 761-773 (2007) - 2006
- [j9]Art B. Owen:
On the Warnock-Halton quasi-standard error. Monte Carlo Methods Appl. 12(1): 47-54 (2006) - [j8]Art B. Owen:
Halton Sequences Avoid the Origin. SIAM Rev. 48(3): 487-503 (2006) - 2003
- [j7]Art B. Owen:
Data Squashing by Empirical Likelihood. Data Min. Knowl. Discov. 7(1): 101-113 (2003) - [j6]Tao Jiang, Art B. Owen:
Quasi-regression with shrinkage. Math. Comput. Simul. 62(3-6): 231-241 (2003) - [j5]Art B. Owen:
Variance with alternative scramblings of digital nets. ACM Trans. Model. Comput. Simul. 13(4): 363-378 (2003) - 2001
- [j4]Jian An, Art B. Owen:
Quasi-regression. J. Complex. 17(4): 588-607 (2001)
1990 – 1999
- 1998
- [j3]Art B. Owen:
Scrambling Sobol' and Niederreiter-Xing Points. J. Complex. 14(4): 466-489 (1998) - [j2]Art B. Owen:
Latin Supercube Sampling for Very High-Dimensional Simulations. ACM Trans. Model. Comput. Simul. 8(1): 71-102 (1998) - [c1]Art B. Owen:
Monto Carlo Extension of Quasi-Monte Carlo. WSC 1998: 571-578 - 1996
- [j1]Gregory J. Wolff, David G. Stork, Art B. Owen:
Empirical error-confidence Curves for Neural Network and Gaussian Classifiers. Int. J. Neural Syst. 7(3): 263-272 (1996) - [p1]James R. Koehler, Art B. Owen:
9 Computer experiments. Design and analysis of experiments 1996: 261-308
Coauthor Index
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