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researcher

Stefan Schrod

4 papers hereh-index 570 citations15 works total

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

author position
  • first author3
  • middle author1

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • cs.LG2
  • q-bio.GN1
  • stat.ME1

identity via Semantic Scholar / OpenAlex

activity
20222026
most citedBITES: Balanced Individual Treatment Effect for Survival data

4 citations · 6 across the 3 of their papers we have counts for

collaborators
Showing 2023Show all

2 papers · 1 filter

cs.LG2023

Adversarial Distribution Balancing for Counterfactual Reasoning

Stefan Schrod, Fabian Sinz, Michael Altenbuchinger

The development of causal prediction models is challenged by the fact that the outcome is only observable for the applied (factual) intervention and not for its alternatives (the s…

cs.LG2023★ 2 cited

FACT: Federated Adversarial Cross Training

Stefan Schrod, Jonas Lippl, Andreas Schäfer +1

Federated Learning (FL) facilitates distributed model development to aggregate multiple confidential data sources. The information transfer among clients can be compromised by dist…

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