PUB - Publikationen an der Universität Bielefeld

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• [4]
  

  2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 3001168

  B. Gess, S. Kassing, and N. Rana, “Stochastic Modified Flows for Riemannian Stochastic Gradient Descent”, SIAM Journal on Control and Optimization, vol. 62, 2024, pp. 3288-3314.

  PUB | DOI | WoS
   
• [3]
  

  2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2999980

  S. Dereich, A. Jentzen, and S. Kassing, “On the Existence of Minimizers in Shallow Residual ReLU Neural Network Optimization Landscapes”, SIAM Journal on Numerical Analysis , vol. 62, 2024, pp. 2640-2666.

  PUB | DOI | WoS
   
• [2]
  

  2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2987528

  B. Gess, S. Kassing, and V. Konarovskyi, “Stochastic Modified Flows, Mean-Field Limits and Dynamics of Stochastic Gradient Descent”, Journal of Machine Learning Research, vol. 25, 2024, : 30.

  PUB | WoS
   
• [1]
  

  2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2980003

  S. Dereich and S. Kassing, “Central limit theorems for stochastic gradient descent with averaging for stable manifolds”, Electronic Journal of Probability, vol. 28, 2023, pp. 1-48.

  PUB | DOI | WoS