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B. Schölkopf

413 papers hereh-index 170172.4k citations1.2k works total

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

author position
  • sole author1
  • first author5
  • middle author207
  • last author193

Across the 406 of 413 papers where every author was matched, so the position is known.

fields
  • cs.LG154
  • stat.ML89
  • cs.CV26
  • cs.RO20
  • cs.CL19
  • cs.AI15
same name
  • B. Schölkopf — 2 papers, h 13

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
20072026
most citedKernel methods in machine learning

1.6k citations · 12.4k across the 394 of their papers we have counts for

collaborators
Showing 2016 · cs.AIShow all

2 papers · 2 filters

cs.AI2016★ 18 cited

From Deterministic ODEs to Dynamic Structural Causal Models

Paul K. Rubenstein, Stephan Bongers, Bernhard Schoelkopf +1

Structural Causal Models are widely used in causal modelling, but how they relate to other modelling tools is poorly understood. In this paper we provide a novel perspective on the…

cs.AI2016★ 3 cited

Experimental and causal view on information integration in autonomous agents

Philipp Geiger, Katja Hofmann, Bernhard Schölkopf

The amount of digitally available but heterogeneous information about the world is remarkable, and new technologies such as self-driving cars, smart homes, or the internet of thing…

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