Simone Romano

15 papers A* 4A 1B 1C 1Journal 7
YearRankTypeTitle / Venue / Authors
2020 A* conf
Normalized Loss Functions for Deep Learning with Noisy Labels.
ICML
Xingjun Ma, Hanxun Huang, Yisen Wang, Simone Romano, Sarah M. Erfani, James Bailey
2020 J jnl
Normalized Loss Functions for Deep Learning with Noisy Labels.
CoRR
Xingjun Ma, Hanxun Huang, Yisen Wang, Simone Romano, Sarah M. Erfani, James Bailey
2018 J jnl
The randomized information coefficient: assessing dependencies in noisy data.
Mach. Learn.
Simone Romano, Xuan Vinh Nguyen, Karin Verspoor, James Bailey
2017 J jnl
Extending Information-Theoretic Validity Indices for Fuzzy Clustering.
IEEE Trans. Fuzzy Syst.
Yang Lei, James C. Bezdek, Jeffrey Chan, Xuan Vinh Nguyen, Simone Romano, James Bailey
2017 J jnl
Ground truth bias in external cluster validity indices.
Pattern Recognit.
Yang Lei, James C. Bezdek, Simone Romano, Xuan Vinh Nguyen, Jeffrey Chan, James Bailey
2017 A* conf
Unbiased Multivariate Correlation Analysis.
AAAI
Yisen Wang, Simone Romano, Vinh Nguyen, James Bailey, Xingjun Ma, Shu-Tao Xia
2016 A conf
A Framework to Adjust Dependency Measure Estimates for Chance.
SDM
Simone Romano, Xuan Vinh Nguyen, James Bailey, Karin Verspoor
2016 J jnl
Adjusting for Chance Clustering Comparison Measures.
J. Mach. Learn. Res.
Simone Romano, Xuan Vinh Nguyen, James Bailey, Karin Verspoor
2016 J jnl
Discovering outlying aspects in large datasets.
Data Min. Knowl. Discov.
Xuan Vinh Nguyen, Jeffrey Chan, Simone Romano, James Bailey, Christopher Leckie, Kotagiri Ramamohanarao, Jian Pei
2016 J jnl
Ground Truth Bias in External Cluster Validity Indices.
CoRR
Yang Lei, James C. Bezdek, Simone Romano, Xuan Vinh Nguyen, Jeffrey Chan, James Bailey
2016 B conf
Measuring dependency via intrinsic dimensionality.
ICPR
Simone Romano, Oussama Chelly, Vinh Nguyen, James Bailey, Michael E. Houle
2015 — —
Design and adjustment of dependency measures.
Simone Romano
2014 A* conf
Effective global approaches for mutual information based feature selection.
KDD
Xuan Vinh Nguyen, Jeffrey Chan, Simone Romano, James Bailey
2014 C conf
Generalized information theoretic cluster validity indices for soft clusterings.
CIDM
Yang Lei, James C. Bezdek, Jeffrey Chan, Xuan Vinh Nguyen, Simone Romano, James Bailey
2014 A* conf
Standardized Mutual Information for Clustering Comparisons: One Step Further in Adjustment for Chance.
ICML
Simone Romano, James Bailey, Xuan Vinh Nguyen, Karin Verspoor