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researcher

Edmund Lau

University of Melbourne

7 papers hereh-index 489 citations9 works total

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

author position
  • middle author4
  • last author2

Across the 6 of 7 papers where every author was matched, so the position is known.

fields
  • cs.LG3
  • stat.ML3
  • cs.AI1
affiliations
  • University of Melbourne
HomepageORCID 0000-0002-7927-1174

identity via Semantic Scholar / OpenAlex

activity
20232026
collaborators
Showing cs.AIShow all

1 paper · 1 filter

cs.AI2026

SCARCE: Scalable Cascade Analysis for Rare-event Characterisation via Embeddings

Yingjie Wang, Yi Dong, Edmund Lau +3

Rare events govern the safety profile of modern AI systems, yet their probabilities are extremely difficult to estimate: direct Monte Carlo requires prohibitive sample budgets. Sub…

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