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researcher

M. Fredette

2 papers hereh-index 201.4k citations110 works total

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

author position
  • middle author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.LG1
  • stat.AP1

identity via Semantic Scholar / OpenAlex

most citedRead the Signs: Towards Invariance to Gradient Descent's Hyperparameter Initialization

1 citations · 2 across the 2 of their papers we have counts for

collaborators

2 papers

cs.LG2023★ 1 cited

Read the Signs: Towards Invariance to Gradient Descent's Hyperparameter Initialization

Davood Wadi, Marc Fredette, Sylvain Senecal

We propose ActiveLR, an optimization meta algorithm that localizes the learning rate, α, and adapts them at each epoch according to whether the gradient at each epoch changes sig…

stat.AP2020★ 1 cited

Translation-invariant functional clustering on COVID-19 deaths adjusted on population risk factors

Amay SM Cheam, Marc Fredette, Matthieu Marbac +1

The COVID-19 pandemic has taken the world by storm with its high infection rate. Investigating its geographical disparities has paramount interest in order to gauge its relationshi…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.