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Elizabeth Fons

18 papers hereh-index 8222 citations20 works total

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

author position
  • first author9
  • middle author9

Across the 18 of 18 papers where every author was matched, so the position is known.

fields
  • cs.LG8
  • cs.CE2
  • cs.CL2
  • q-fin.ST2
  • stat.ML2
  • cs.AI1

identity via Semantic Scholar / OpenAlex

activity
20192026
most citedAdaptive Weighting Scheme for Automatic Time-Series Data Augmentation

17 citations · 36 across the 16 of their papers we have counts for

collaborators
Showing cs.CEShow all

2 papers · 1 filter

cs.CE2024

A Language Model-Guided Framework for Mining Time Series with Distributional Shifts

Haibei Zhu, Yousef El-Laham, Elizabeth Fons +1

Effective utilization of time series data is often constrained by the scarcity of data quantity that reflects complex dynamics, especially under the condition of distributional shi…

cs.CE2019

A novel dynamic asset allocation system using Feature Saliency Hidden Markov models for smart beta investing

Elizabeth Fons, Paula Dawson, Jeffrey Yau +2

The financial crisis of 2008 generated interest in more transparent, rules-based strategies for portfolio construction, with Smart beta strategies emerging as a trend among institu…

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