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The Sample Complexity Of ERMs In Stochastic Convex Optimization

The Sample Complexity Of ERMs In Stochastic Convex Optimization

9 November 2023
Dan Carmon
Roi Livni
Amir Yehudayoff
ArXivPDFHTML

Papers citing "The Sample Complexity Of ERMs In Stochastic Convex Optimization"

3 / 3 papers shown
Title
The Sample Complexity of Gradient Descent in Stochastic Convex
  Optimization
The Sample Complexity of Gradient Descent in Stochastic Convex Optimization
Roi Livni
MLT
39
1
0
07 Apr 2024
Convex SGD: Generalization Without Early Stopping
Convex SGD: Generalization Without Early Stopping
Julien Hendrickx
A. Olshevsky
MLT
LRM
25
1
0
08 Jan 2024
SGD: The Role of Implicit Regularization, Batch-size and Multiple-epochs
SGD: The Role of Implicit Regularization, Batch-size and Multiple-epochs
Satyen Kale
Ayush Sekhari
Karthik Sridharan
196
29
0
11 Jul 2021
1