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Tyler W. Valentine

2 papers hereh-index 378 citations6 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.LG2

identity via Semantic Scholar / OpenAlex

most citedInterpreting Time Series Transformer Models and Sensitivity Analysis of Population Age Groups to COVID-19 Infections

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

collaborators

2 papers

cs.LG2024★ 1 cited

Interpreting Time Series Transformer Models and Sensitivity Analysis of Population Age Groups to COVID-19 Infections

Md Khairul Islam, Tyler Valentine, Timothy Joowon Sue +5

Interpreting deep learning time series models is crucial in understanding the model's behavior and learning patterns from raw data for real-time decision-making. However, the compl…

cs.LG2023

Population Age Group Sensitivity for COVID-19 Infections with Deep Learning

Md Khairul Islam, Tyler Valentine, Royal Wang +3

The COVID-19 pandemic has created unprecedented challenges for governments and healthcare systems worldwide, highlighting the critical importance of understanding the factors that…

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