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researcher

Alex Boyd

13 papers hereh-index 6138 citations23 works total

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

author position
  • sole author1
  • first author4
  • middle author8

Across the 13 of 13 papers where every author was matched, so the position is known.

fields
  • stat.ML7
  • cs.LG5
  • cs.CL1

identity via Semantic Scholar / OpenAlex

activity
20202025
most citedUser-Dependent Neural Sequence Models for Continuous-Time Event Data

4 citations · 7 across the 12 of their papers we have counts for

collaborators
Showing 2023 · stat.MLShow all

1 paper · 2 filters

stat.ML2023

Understanding Pathologies of Deep Heteroskedastic Regression

Eliot Wong-Toi, Alex Boyd, Vincent Fortuin +1

Deep, overparameterized regression models are notorious for their tendency to overfit. This problem is exacerbated in heteroskedastic models, which predict both mean and residual n…

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