Concepedia

Lipschitz Optimization

Lipschitz Optimization is a global optimization method that exploits the Lipschitz continuity condition to bound the function variation and systematically narrow the search space for the global optimum.

223

Publications

12.8K

Citations

464

Authors

226

Institutions

Publications per year

2017–2026

89

Parents

Publications

223

Lipschitzian optimization without the Lipschitz constant

Donald R. Jones, C.D. Perttunen, B.E. Stuckman · Journal of Optimization Theory and Applications · 1993 · 2K citations

, , +11

Improved Training of Wasserstein GANs

Ishaan Gulrajani, Faruk Ahmed, Martín Arjovsky et al. · arXiv (Cornell University) · 2017 · 1.5K citations · Full text

, , +10

Multi-armed bandits in metric spaces

Robert Kleinberg, Aleksandrs Slivkins, Eli Upfal · 2008 · 337 citations

, , +11

Virtual landmarks for the internet

Liying Tang, Mark Crovella · 2003 · 299 citations

, , +11

On the Global Convergence of the BFGS Method for Nonconvex Unconstrained Optimization Problems

Donghui Li, Masao Fukushima · SIAM Journal on Optimization · 2001 · 236 citations

, , +13

1–5 of 223

Authors

464

  1. RP
    Remigijus Paulavičius

    Vilnius University, Lithuania

    10 publications · 329 citations

    10

    h-index

  2. JŽ
    Julius Žilinskas

    Vilnius University, Lithuania

    10 publications · 357 citations

    10

    h-index

  3. DE
    Dmitri E. Kvasov

    University of Calabria, Italy

    6 publications · 253 citations

    6

    h-index

  4. YD
    Yaroslav D. Sergeyev

    University of Calabria, Italy

    5 publications · 272 citations

    5

    h-index

  5. AS
    Aleksandrs Slivkins

    Microsoft (United States), United States

    4 publications · 435 citations

    4

    h-index

1–5 of 464

Institutions

226

  1. Microsoft (United States)

    Redmond, United States

    8 h-index

    8 publications

    533 citations

  2. University of Calabria

    Rende, Italy

    8 h-index

    15 publications

    611 citations

  3. Vilnius University

    Vilnius, Lithuania

    8 h-index

    15 publications

    469 citations

  4. Google (United States)

    Mountain View, United States

    6 h-index

    9 publications

    1.9K citations

  5. University of California, Berkeley

    Berkeley, United States

    6 h-index

    9 publications

    142 citations

  6. Centre National de la Recherche Scientifique

    Paris, France

    5 h-index

    9 publications

    198 citations

  7. Stanford University

    Stanford, United States

    5 h-index

    8 publications

    163 citations

  8. N. I. Lobachevsky State University of Nizhny Novgorod

    Nizhny Novgorod, Russia

    4 h-index

    9 publications

    343 citations

1–8 of 226

Venues

  1. arXiv (Cornell University)

    Repository · 29 publications · 2.5K citations

    19

    h-index

  2. SIAM Journal on Optimization

    13 publications · 957 citations

    13

    h-index

  3. Journal of Optimization Theory and Applications

    11 publications · 2.4K citations

    11

    h-index

  4. Journal of Global Optimization

    9 publications · 263 citations

    9

    h-index

  5. Optimization

    8 publications · 287 citations

    8

    h-index

1–5