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researcher

Niklas Houba

8 papers hereh-index 471 citations11 works total

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

author position
  • sole author2
  • first author5
  • middle author1

Across the 8 of 8 papers where every author was matched, so the position is known.

fields
  • astro-ph.IM5
  • physics.ins-det2
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20222026
most citedDetection and Mitigation of Glitches in LISA Data: A Machine Learning Approach

13 citations · 14 across the 8 of their papers we have counts for

collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2026

When Attention Collapses: Residual Evidence Modeling for Compositional Inference

Niklas Houba

Compositional inference - the decomposition of observations into an unknown number of latent components - is central to perception and scientific data analysis. Attention-based mod…

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