Barbara E. Klein

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2ranked-venue papers

0as first author

0since 2021 · last 1998

—ORCID · none

Domains — the database's venue-derived domains; a paper can count in several

Artificial intelligence and machine learning · 2

Expertise — from the expertise taxonomy: the topics of the expert's papers under the CCF categories. A weight counts papers with recency: 1 for a paper about the topic, 0.3 when the topic is its context, halved every five years.

Artificial intelligence

2 papers

Learning theory · 89% Probabilistic and Bayesian machine learning · 11%

Topics — the 5 heaviest of 5, each with the papers that count most for it

Topic	Papers	Last	Evidence papers
Machine learning › Learning theory model selection	2	1998	The Bias-Variance Tradeoff and the Randomized GACV · NIPS 1998 Structured Machine Learning for Soft Classification with Smoothing Spline ANOVA and Stacked Tuning, Testing, and Evaluation · NIPS 1993
Machine learning › Learning theory › statistical learning theory bias-variance tradeoff	1	1998	The Bias-Variance Tradeoff and the Randomized GACV · NIPS 1998
Machine learning › Learning theory › generalization error generalization error estimation	1	1998	The Bias-Variance Tradeoff and the Randomized GACV · NIPS 1998
Machine learning › Learning theory › nonparametric regression smoothing spline ANOVA	1	1993	Structured Machine Learning for Soft Classification with Smoothing Spline ANOVA and Stacked Tuning, Testing, and Evaluation · NIPS 1993
Machine learning › Probabilistic and Bayesian machine learning structured prediction	1	1993	Structured Machine Learning for Soft Classification with Smoothing Spline ANOVA and Stacked Tuning, Testing, and Evaluation · NIPS 1993

Methods — techniques the papers use, named apart from their topics

smoothing splines · 0.0stacked tuning · 0.0

Year	Publication	Venue	Position
1998	The Bias-Variance Tradeoff and the Randomized GACV Grace Wahba, Xiwu Lin, Fangyu Gao, Ronald Klein, Barbara E. Klein	NIPS	6
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, Barbara E. Klein	NIPS	5