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researcher

P. M. Faller

9 papers hereh-index 473 citations11 works total

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

author position
  • first author1
  • middle author7

Across the 8 of 9 papers where every author was matched, so the position is known.

fields
  • stat.ML5
  • cs.LG3
  • cs.AI1

identity via Semantic Scholar / OpenAlex

activity
20202026
most citedSelf-Compatibility: Evaluating Causal Discovery without Ground Truth

1 citations · 2 across the 9 of their papers we have counts for

collaborators
Showing 2021Show all

1 paper · 1 filter

stat.ML2021

Causal Forecasting:Generalization Bounds for Autoregressive Models

Leena Chennuru Vankadara, Philipp Michael Faller, Michaela Hardt +3

Despite the increasing relevance of forecasting methods, causal implications of these algorithms remain largely unexplored. This is concerning considering that, even under simplify…

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