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researcher

Matthias Buchinger

2 papers hereh-index 561 citations14 works total

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

author position
  • middle author1
  • last author1

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.AI1
  • cs.SE1

identity via Semantic Scholar / OpenAlex

most citedTowards an Accountable and Reproducible Federated Learning: A FactSheets Approach

10 citations · 10 across the 2 of their papers we have counts for

collaborators

2 papers

cs.SE2023

Need-driven decision-making and prototyping for DLT: Framework and web-based tool

Tomas Bueno Momčilović, Matthias Buchinger, Dian Balta

In its 14 years, distributed ledger technology has attracted increasing attention, investments, enthusiasm, and user base. However, ongoing doubts about its usefulness and recent l…

cs.AI2022★ 10 cited

Towards an Accountable and Reproducible Federated Learning: A FactSheets Approach

Nathalie Baracaldo, Ali Anwar, Mark Purcell +8

Federated Learning (FL) is a novel paradigm for the shared training of models based on decentralized and private data. With respect to ethical guidelines, FL is promising regarding…

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