Junghyun Lee
Junghyun Lee
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High Dimensions
Exact Dynamics of Stochastic Gradient Descent in High Dimensions and Volterra (Integral) Equations
Event Weekly OSI Lab Seminar Short summary In this seminar, I will about two recent papers on the high-dimensional limit of SGD and their statistical theories, which were recently described by the so-called homogeneized-SGD (HSGD).
Mar 17, 2023
Exact Dyanmics of Stochastic Gradient Descent in High Dimensions and Volterra (Integral) Equations
Event Weekly OptiML Lab Group Meeting Short summary In this seminar, I will talk about the paper “Implicit Regularization or Implicit Conditioning? Exact Risk Trajectories of SGD in High Dimensions” (Paquette et al.
Jan 18, 2023
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