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Verifiable evaluations of machine learning models using zkSNARKs

Verifiable evaluations of machine learning models using zkSNARKs

5 February 2024
Tobin South
Alexander Camuto
Shrey Jain
Shayla Nguyen
Robert Mahari
Christian Paquin
Jason Morton
Alex Pentland
    MLAU
    ALM
ArXivPDFHTML

Papers citing "Verifiable evaluations of machine learning models using zkSNARKs"

6 / 6 papers shown
Title
TeleSparse: Practical Privacy-Preserving Verification of Deep Neural Networks
TeleSparse: Practical Privacy-Preserving Verification of Deep Neural Networks
Mohammad Maheri
Hamed Haddadi
Alex Davidson
63
0
0
27 Apr 2025
Trust the Process: Zero-Knowledge Machine Learning to Enhance Trust in
  Generative AI Interactions
Trust the Process: Zero-Knowledge Machine Learning to Enhance Trust in Generative AI Interactions
Bianca-Mihaela Ganescu
Jonathan Passerat-Palmbach
SyDa
33
8
0
09 Feb 2024
FairCompass: Operationalising Fairness in Machine Learning
FairCompass: Operationalising Fairness in Machine Learning
Jessica Liu
Huaming Chen
Jun Shen
Kim-Kwang Raymond Choo
FaML
32
5
0
27 Dec 2023
Missing Information, Unresponsive Authors, Experimental Flaws: The
  Impossibility of Assessing the Reproducibility of Previous Human Evaluations
  in NLP
Missing Information, Unresponsive Authors, Experimental Flaws: The Impossibility of Assessing the Reproducibility of Previous Human Evaluations in NLP
Anya Belz
Craig Thomson
Ehud Reiter
Gavin Abercrombie
J. Alonso-Moral
...
Antonio Toral
Xiao-Yi Wan
Leo Wanner
Lewis J. Watson
Diyi Yang
66
35
0
02 May 2023
Scaling Laws for Neural Language Models
Scaling Laws for Neural Language Models
Jared Kaplan
Sam McCandlish
T. Henighan
Tom B. Brown
B. Chess
R. Child
Scott Gray
Alec Radford
Jeff Wu
Dario Amodei
226
4,453
0
23 Jan 2020
A Survey on Bias and Fairness in Machine Learning
A Survey on Bias and Fairness in Machine Learning
Ninareh Mehrabi
Fred Morstatter
N. Saxena
Kristina Lerman
Aram Galstyan
SyDa
FaML
294
4,203
0
23 Aug 2019
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