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researcher

Aapo Hyvarinen

3 papers hereh-index 52.9k 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 3 papers where every author was matched, so the position is known.

fields
  • stat.ML2
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20092025
most citedFinding Exogenous Variables in Data with Many More Variables than Observations

3 citations · 3 across the 3 of their papers we have counts for

collaborators
Showing 2023Show all

1 paper · 1 filter

stat.ML2023

Provable benefits of annealing for estimating normalizing constants: Importance Sampling, Noise-Contrastive Estimation, and beyond

Omar Chehab, Aapo Hyvarinen, Andrej Risteski

Recent research has developed several Monte Carlo methods for estimating the normalization constant (partition function) based on the idea of annealing. This means sampling success…

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