Departamento de Matemáticas UAM

  • Inicio
  • Inicio (2)
  • Presentación
  • Directorio
  • Organigrama
  • Intranet
  • Convocatoria de plazas
Mes anteior Día anterior
Anual
Mensual
Semanal
Diario
Buscar
Ir al mes específico
Día siguiente Mes siguiente
Anual Mensual Semanal Hoy Buscar Ir al mes específico
Machine learning in Madrid

Machine learning in Madrid    (zoom)

Lunes, 14 de febrero de 2022, 11:30-12:30h  (horario diferente al habitual!!!!)

Enlace:  https://us06web.zoom.us/j/82533032803?pwd=Qm41WXVSUlRDQ0lIbnZUM0dMY05WZz09

Ponente:   Vivak Patel (UW-Madison)

Título:  Global Convergence and Stability of Stochastic Gradient Descent

Abstract: Stochastic gradient descent (SGD) is widely deployed in a number of different disciplines, often on non-convex problems with complicated noise models. However, SGD's existing convergence theory often does not apply. In this talk, we will establish the need for a convergence theory under broader assumptions with some simple examples. We will then state a global convergence result for SGD under these broad assumptions. Then, we will discuss the issue of stability, which addresses what happens when SGD's iterates diverge. 

Localización Lunes, 14 de febrero de 2022, 11:30-12:30h
CSS Valid | XHTML Valid | Top | + | - | reset
Copyright © Eximium 2025 All rights reserved. Custom Design by Youjoomla.com
Inicio