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researcher

Axel Finke

16 papers hereh-index 7136 citations22 works total

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

author position
  • first author5
  • middle author7
  • last author4

Across the 16 of 16 papers where every author was matched, so the position is known.

fields
  • stat.CO4
  • cs.CV3
  • cs.IR3
  • cs.LG2
  • cs.AI1
  • cs.MM1

identity via Semantic Scholar / OpenAlex

activity
20162026
most citedApproximate Smoothing and Parameter Estimation in High-Dimensional State-Space Models

18 citations · 47 across the 16 of their papers we have counts for

collaborators
Showing 2024Show all

2 papers · 1 filter

cs.IR2024

Neural Corrective Machine Unranking

Jingrui Hou, Axel Finke, Georgina Cosma

Machine unlearning in neural information retrieval (IR) systems requires removing specific data whilst maintaining model performance. Applying existing machine unlearning methods t…

cs.IR2024

Neural Machine Unranking

Jingrui Hou, Axel Finke, Georgina Cosma

We address the problem of machine unlearning in neural information retrieval (IR), introducing a novel task termed Neural Machine UnRanking (NuMuR). This problem is motivated by gr…

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