Concepedia
Applied and Computational Harmonic Analysis · 2021 · 17 citations · 26 references
ComputingComputer ScienceMachine LearningOptimizationDimensionality ReductionPattern RecognitionUnsupervised LearningDomain Adaptation
26
Improving predictive inference under covariate shift by weighting the log-likelihood function
Hidetoshi Shimodaira · Journal of Statistical Planning and Inference · 2000 · 1.7K citations
Computing, Biostatistics, Computer Science +12
Regularization Networks and Support Vector Machines
Theodoros Evgeniou, Massimiliano Pontil, Tomaso Poggio · Advances in Computational Mathematics · 2000 · 1.2K citations
Computing, Computer Science, Mathematics +14
Learning Theory Estimates via Integral Operators and Their Approximations
Steve Smale, Ding‐Xuan Zhou · Constructive Approximation · 2007 · 583 citations
Natural Sciences, Computer Science, Mathematics +9
On regularization algorithms in learning theory
Frank Bauer, Sergei V. Pereverzev, Lorenzo Rosasco · Journal of Complexity · 2006 · 277 citations
Computing, Computer Science, Mathematics +12
A Least-squares Approach to Direct Importance Estimation
KanamoriTakafumi, HidoShohei, SugiyamaMasashi · Journal of Machine Learning Research · 2009 · 246 citations
Computing, Computer Science, Data Analytics +12