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S. Kaski

10 papers hereh-index 121.3k citations88 works total

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

author position
  • middle author5
  • last author5

Across the 10 of 10 papers where every author was matched, so the position is known.

fields
  • stat.ML4
  • cs.LG3
  • cs.AI1
  • cs.MA1
  • stat.CO1
same name
  • S. Kaski — 1 paper, h 10

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20102024
most citedLikelihood-free inference via classification

22 citations · 34 across the 10 of their papers we have counts for

collaborators
Showing 2021Show all

2 papers · 1 filter

cs.AI2021

Learning to Assist Agents by Observing Them

Antti Keurulainen, Isak Westerlund, Samuel Kaski +1

The ability of an AI agent to assist other agents, such as humans, is an important and challenging goal, which requires the assisting agent to reason about the behavior and infer t…

stat.ML2021

Targeted Active Learning for Bayesian Decision-Making

Louis Filstroff, Iiris Sundin, Petrus Mikkola +3

Active learning is usually applied to acquire labels of informative data points in supervised learning, to maximize accuracy in a sample-efficient way. However, maximizing the accu…

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