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T. Peltola

11 papers hereh-index 16844 citations50 works total

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

author position
  • sole author1
  • first author2
  • middle author7

Across the 10 of 11 papers where every author was matched, so the position is known.

fields
  • cs.LG5
  • cs.AI3
  • cs.HC2
  • stat.AP1
same name
  • T. Peltola — 301 papers
  • T. Peltola — 82 papers
  • T. Peltola — 69 papers
  • T. Peltola — 57 papers, h 0
  • T. Peltola — 22 papers
  • T. Peltola — 19 papers

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
20162019
most citedLocal Interpretable Model-agnostic Explanations of Bayesian Predictive Models via Kullback-Leibler Projections

30 citations · 110 across the 11 of their papers we have counts for

collaborators
Showing cs.HCShow all

2 papers · 1 filter

cs.HC2019★ 1 cited

Interactive AI with a Theory of Mind

Mustafa Mert Çelikok, Tomi Peltola, Pedram Daee +1

Understanding each other is the key to success in collaboration. For humans, attributing mental states to others, the theory of mind, provides the crucial advantage. We argue for f…

cs.HC2017★ 9 cited

User Modelling for Avoiding Overfitting in Interactive Knowledge Elicitation for Prediction

Pedram Daee, Tomi Peltola, Aki Vehtari +1

In human-in-the-loop machine learning, the user provides information beyond that in the training data. Many algorithms and user interfaces have been designed to optimize and facili…

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