An informational approach to the global optimization of expensive-to-evaluate functions

Efficient Global Optimization of Expensive Black-Box Functions

Donald R. Jones, Matthias Schonlau, William J. Welch · Journal of Global Optimization · 1998 · 7.8K citations

Natural Sciences, Computer Science, Algorithms +10

Advances in kernel methods: support vector learning

Bernhard Schölkopf, Christopher J. C. Burges, Alexander J. Smola · 1999 · 5.8K citations

Computing, Computer Science, Data Mining +16

Principles of geostatistics

G. Matheron · Economic Geology · 1963 · 4.8K citations

Engineering, Geology, Mining Engineering +17

Understanding the Metropolis-Hastings Algorithm

Siddhartha Chib, Edward Greenberg · The American Statistician · 1995 · 3.7K citations

Engineering, Biostatistics, Bayesian Data Analysis +14

Geostatistics: Modeling Spatial Uncertainty

Michael L. Stein, Jean‐Paul Chilès, Pierre Delfiner · Journal of the American Statistical Association · 2000 · 2.9K citations

Computing, Earth Sciences, Geoinformatics +12