Daniel Ahfock

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 11

Top Topics

Weakly Labeled Data

Supervised Learning

Top Venues

Comput. Stat. Data Anal.

FedCSIS (Position Papers)

Publications

Daniel Ahfock, William J. Astle, Sylvia Richardson
On randomized sketching algorithms and the Tracy-Widom law. Stat. Comput. 33 (1) (2023)
Ziyang Lyu, Daniel Ahfock, Geoffrey J. McLachlan
Some Simulation and Empirical Results for Semi-Supervised Learning of the Bayes Rule of Allocation. CoRR (2022)
Daniel Ahfock, Saumyadipta Pyne, Geoffrey J. McLachlan
Statistical file-matching of non-Gaussian data: A game theoretic approach. Comput. Stat. Data Anal. 168 (2022)
Daniel Ahfock, William J. Astle, Sylvia Richardson
On randomized sketching algorithms and the Tracy-Widom law. CoRR (2022)
Daniel Ahfock, Geoffrey J. McLachlan
Harmless label noise and informative soft-labels in supervised classification. CoRR (2021)
Daniel Ahfock, Geoffrey J. McLachlan
Harmless label noise and informative soft-labels in supervised classification. Comput. Stat. Data Anal. 161 (2021)
Daniel Ahfock, Geoffrey J. McLachlan
Semi-Supervised Learning of Classifiers from a Statistical Perspective: A Brief Review. CoRR (2021)
Daniel Ahfock, Saumyadipta Pyne, Geoffrey J. McLachlan
Data fusion using factor analysis and low-rank matrix completion. Stat. Comput. 31 (5) (2021)
Geoffrey J. McLachlan, Daniel Ahfock
Estimation of Classification Rules from Partially Classified Data. CoRR (2020)
Daniel Ahfock, Geoffrey J. McLachlan
An apparent paradox: a classifier based on a partially classified sample may have smaller expected error rate than that if the sample were completely classified. Stat. Comput. 30 (6) (2020)
Daniel Ahfock, Saumyadipta Pyne, Sharon X. Lee, Geoffrey J. McLachlan
Partial identification in the statistical matching problem. Comput. Stat. Data Anal. 104 (2016)
Clare McGrory, Daniel Ahfock
Transdimensional sequential Monte Carlo for hidden Markov models using variational Bayes - SMCVB. FedCSIS (Position Papers) (2014)