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researcher

Valentin Liévin

13 papers hereh-index 9871 citations18 works total

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

author position
  • first author4
  • middle author8
  • last author1

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

fields
  • cs.CL6
  • cs.AI4
  • stat.ML2
  • cs.CV1

identity via Semantic Scholar / OpenAlex

activity
20192026
most citedBIVA: A Very Deep Hierarchy of Latent Variables for Generative Modeling

116 citations · 263 across the 11 of their papers we have counts for

collaborators
Showing 2020Show all

1 paper · 1 filter

stat.ML2020★ 2 cited

Optimal Variance Control of the Score Function Gradient Estimator for Importance Weighted Bounds

Valentin Liévin, Andrea Dittadi, Anders Christensen +1

This paper introduces novel results for the score function gradient estimator of the importance weighted variational bound (IWAE). We prove that in the limit of large K (number o…

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