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researcher

Matthew Faw

2 papers here

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

author position
  • first author1
  • middle author1

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

fields
  • cs.LG1
  • stat.ML1
same name
  • Matthew Faw — 1 paper

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

most citedBeyond Uniform Smoothness: A Stopped Analysis of Adaptive SGD

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

collaborators

2 papers

cs.LG2024

In-Context Fine-Tuning for Time-Series Foundation Models

Abhimanyu Das, Matthew Faw, Rajat Sen +1

Motivated by the recent success of time-series foundation models for zero-shot forecasting, we present a methodology for in-context fine-tuning of a time-series foundati…

stat.ML2023★ 2 cited

Beyond Uniform Smoothness: A Stopped Analysis of Adaptive SGD

Matthew Faw, Litu Rout, Constantine Caramanis +1

This work considers the problem of finding a first-order stationary point of a non-convex function with potentially unbounded smoothness constant using a stochastic gradient oracle…

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