Roc Reguant

3 papers 2 citations h-index 1 2023–2024

Privacy-hardened and hallucination-resistant synthetic data generation with logic-solvers

Mark A. Burgess, Brendan Hosking, Roc Reguant, Anubhav Kaphle, Mitchell J. O'Brien, Letitia M.F. Sng

+2 more show fewer

Machine-generated data is a valuable resource for training Artificial Intelligence algorithms, evaluating rare workflows, and sharing data under stricter data legislations. The challenge is to...

2 citations 2024-10

PEPS: Polygenic Epistatic Phenotype Simulation

Roc Reguant, Mitchell J. O'Brien, Arash Bayat, Brendan Hosking, Yatish Jain, Natalie A. Twine

+1 more show fewer

Denis C. Bauer

2023-01 MedInfo

An Approach for Generating Realistic Australian Synthetic Healthcare Data

Ibrahima Diouf, John Grimes, Mitchell J. O'Brien, Hamed Hassanzadeh, Donna Truran, Hoa Ngo

+6 more show fewer

Parnesh Raniga, Michael Lawley, Denis C. Bauer, David P. Hansen, Sankalp Khanna, Roc Reguant

2023-01 MedInfo

Details

HuggingPeers ID: ID hpa-ijoNiYl919V
Papers: 3
Citations: 2 (summed over indexed papers)
h-index: 1
Active: 2023–2024

Aggregated from the papers indexed here — not the author's full publication record. We identify authors by name alone, so two people who share a name appear as one. Some figures — citations in particular — are still being collected, so they may be incomplete or out of date.

Research topics

Frequent co-authors 10

Denis C. Bauer 3 shared papers
Mitchell J. O'Brien 3 shared papers
Brendan Hosking 2 shared papers
Yatish Jain 2 shared papers
Anubhav Kaphle 1 shared paper
Arash Bayat 1 shared paper
David P. Hansen 1 shared paper
Donna Truran 1 shared paper
Hamed Hassanzadeh 1 shared paper
Hoa Ngo 1 shared paper

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