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researcher

Jinlin Lai

10 papers hereh-index 451 citations12 works total

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

author position
  • first author6
  • middle author4

Across the 10 of 10 papers where every author was matched, so the position is known.

fields
  • cs.LG4
  • stat.ML3
  • cs.CV2
  • cs.AI1

identity via Semantic Scholar / OpenAlex

activity
20192026
most citedOn the Necessity and Effectiveness of Learning the Prior of Variational Auto-Encoder

9 citations · 11 across the 9 of their papers we have counts for

collaborators
Showing 2021 · stat.MLShow all

1 paper · 2 filters

stat.ML2021★ 2 cited

Variational Marginal Particle Filters

Jinlin Lai, Justin Domke, Daniel Sheldon

Variational inference for state space models (SSMs) is known to be hard in general. Recent works focus on deriving variational objectives for SSMs from unbiased sequential Monte Ca…

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