JUNGTAEK KIM

Postdoctoral Research Associate
at the University of Wisconsin–Madison

jungtaek.kim [at] wisc [dot] edu

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NOTES / MATERIALS

  1. Error Bars and Log-Scale Error Bars (January 4, 2023)
  2. Kernels and Derivatives of Kernels (June 25, 2021)
  3. Benchmark Functions for Bayesian Optimization (July 30, 2020; Revised on February 6, 2023)
  4. Bayesian Optimization and Its Applications (February 2, 2023)

OPEN SOURCE PROJECTS

  1. BayesO (GitHub: bayeso, bayeso-benchmarks, batch-bayeso)
  2. Combinatorial-3D-Shape-Generation
  3. Geometric-Primitives
  4. nanophotonic-structures

ARTICLES

  1. AutoML at ICML 2018 (SigOpt Blog, July 13, 2018)
  2. Clustering Applied to Acquisition Functions (SigOpt Blog, April 17, 2018)
  3. Circulant Binary Embeddings (SigOpt Blog, February 6, 2018)

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ASSETS

ADDRESS

University of Wisconsin–Madison,
M1095 Engineering Centers Building, 1550 Engineering Dr, Madison,
Wisconsin 53706, United States

PREVIOUS ADDRESS

University of Pittsburgh,
1135 Benedum Hall, 3700 O'Hara St, Pittsburgh,
Pennsylvania 15261, United States

Department of Computer Science and Engineering,
Pohang University of Science and Technology (POSTECH),
77 Cheongam-ro, Nam-gu, Pohang-si 37673,
Gyeongsangbuk-do, Republic of Korea

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Last updated: November 18, 2024