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researcher

Leon Sixt

Freie Universität Berlin

9 papers hereh-index 7654 citations10 works total

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

author position
  • first author5
  • middle author3
  • last author1

Across the 9 of 9 papers where every author was matched, so the position is known.

fields
  • cs.LG5
  • cs.AI1
  • cs.CV1
  • cs.NE1
  • stat.ML1
affiliations
  • Freie Universität Berlin
HomepageORCID 0000-0001-7536-4720

identity via Semantic Scholar / OpenAlex

activity
20162022
most citedRestricting the Flow: Information Bottlenecks for Attribution

54 citations · 128 across the 8 of their papers we have counts for

collaborators
Showing 2021Show all

2 papers · 1 filter

cs.LG2021

Analyzing a Caching Model

Leon Sixt, Evan Zheran Liu, Marie Pellat +4

Machine Learning has been successfully applied in systems applications such as memory prefetching and caching, where learned models have been shown to outperform heuristics. Howeve…

cs.AI2021★ 1 cited

Two4Two: Evaluating Interpretable Machine Learning - A Synthetic Dataset For Controlled Experiments

Martin Schuessler, Philipp Weiß, Leon Sixt

A growing number of approaches exist to generate explanations for image classification. However, few of these approaches are subjected to human-subject evaluations, partly because…

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