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Wahba, Grace
8 publications
ICML
2017
When Can Multi-Site Datasets Be Pooled for Regression? Hypothesis Tests, $\ell_2$-Consistency and Neuroscience Applications
Hao Henry Zhou
,
Yilin Zhang
,
Vamsi K. Ithapu
,
Sterling C. Johnson
,
Grace Wahba
,
Vikas Singh
NeurIPS
2016
Hypothesis Testing in Unsupervised Domain Adaptation with Applications in Alzheimer's Disease
Hao Zhou
,
Vamsi K Ithapu
,
Sathya Narayanan Ravi
,
Vikas Singh
,
Grace Wahba
,
Sterling C Johnson
NeurIPS
2011
Learning Higher-Order Graph Structure with Features by Structure Penalty
Shilin Ding
,
Grace Wahba
,
Xiaojin Zhu
AISTATS
2009
Estimating Tree-Structured Covariance Matrices via Mixed-Integer Programming
Hector Corrada Bravo
,
Stephen Wright
,
Kevin Eng
,
Sunduz Keles
,
Grace Wahba
MLJ
2002
Statistical Properties and Adaptive Tuning of Support Vector Machines
Yi Lin
,
Grace Wahba
,
Hao Zhang
,
Yoonkyung Lee
MLJ
2002
Support Vector Machines for Classification in Nonstandard Situations
Yi Lin
,
Yoonkyung Lee
,
Grace Wahba
NeurIPS
1998
The Bias-Variance Tradeoff and the Randomized GACV
Grace Wahba
,
Xiwu Lin
,
Fangyu Gao
,
Dong Xiang
,
Ronald Klein
,
Barbara Klein
NeurIPS
1993
Structured Machine Learning for 'Soft' Classification with Smoothing Spline ANOVA and Stacked Tuning, Testing and Evaluation
Grace Wahba
,
Yuedong Wang
,
Chong Gu
,
Ronald Klein Md
,
Barbara Klein Md