lipschitz-functions

There are 0 repository under lipschitz-functions topic.

• deel-ai / deel-lip

  Build and train Lipschitz constrained networks: TensorFlow implementation of k-Lipschitz layers

  tensorflowtensorflow2lipschitz-functionslipschitz-regularizationkeraskeras-tensorflowlipschitzwasserstein-distance-estimationspectral-normalization
  Language:Python 86

• cemanil / LNets

  Lipschitz Neural Networks described in "Sorting Out Lipschitz Function Approximation" (ICML 2019).

  robustness-experimentsgan-traininglipschitz-functionsuniversal-approximationmaxminexpressivenesswasserstein-distance-estimationadversarial-robustnessgroupsort
  Language:Python 53

• RahulBhalley / gan-qp.pytorch

  Unofficial PyTorch implementation of "GAN-QP: A Novel GAN Framework without Gradient Vanishing and Lipschitz Constraint"

  generative-adversarial-networkoptimal-transportlipschitz-functionspytorch
  Language:Python 29

• RahulBhalley / turing-gan

  Source code for "Training Generative Adversarial Networks Via Turing Test".

  generative-adversarial-networkpytorchturing-testoptimal-transportlipschitz-functionswasserstein-ganganmnistfashion-mnistcifar10turing-ganswasserstein
  13

• EgoPingvina / LipshMinimization

  Выпускная квалификационная работа "Реализация численных методов решения негладких экстремальных задач" / Final qualifying work "Implementation of numerical methods for solving nonsmooth extremal problems"

  lipschitz-functionsminimization
  Language:C# 3

• LongPham7 / Nested-Optimization-Scheme

  Adaptive nested optimization scheme for Lipschitz continuous functions

  global-optimization-algorithmslipschitz-functionspython
  Language:Python 1

• dmivilensky / Adaptive-relatively-smooth-optimization

  We introduce the new concept of (α,L,δ)-relative smoothness (see https://arxiv.org/pdf/2107.05765.pdf) which covers both the concept of relative smoothness and relative Lipschitz continuity. For the corresponding class of problems, we propose some adaptive and universal methods which have optimal estimates of the convergence rate.

  adaptive-optimizerrelative-smoothnesslipschitz-functionsd-optimal-designintersection-ellipsoids
  Language:Jupyter Notebook 0