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researcher

S. Jerad

9 papers hereh-index 696 citations17 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • sole author1
  • middle author8

Across the 9 of 9 papers where every author was matched, so the position is known.

fields
  • math.OC8
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20222026
most citedA Stochastic Objective-Function-Free Adaptive Regularization Method with Optimal Complexity

1 citations · 1 across the 9 of their papers we have counts for

collaborators
Showing 2025 · math.OCShow all

2 papers · 2 filters

math.OC2025

On Global Rates for Regularization Methods based on Secant Derivative Approximations

Coralia Cartis, Sadok Jerad, Karl Welzel

An inexact and globally convergent framework for high-order adaptive regularization methods is presented, in which approximations may be used for the pth-order tensor, based on l…

math.OC2025

A Fast Newton Method Under Local Lipschitz Smoothness

Serge Gratton, Sadok Jerad, Philippe L. Toint

A new, fast second-order method is proposed that achieves the optimal O(∣log(ε)∣ε−3/2) complexity to obtain first-order ε-stationary points. Crucially,…

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