Fang Liu

Orcid: 0000-0003-3028-5927

Affiliations:
  • University of Notre Dame, Department of Applied and Computational Mathematics and Statistics, IN, USA


According to our database1, Fang Liu authored at least 28 papers between 2014 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
Risk Assessment of Open-Pit Slope Based on Large-Scale Group Decision-Making Method Considering Non-Cooperative Behavior.
Int. J. Fuzzy Syst., February, 2023

Privacy-Preserving Travel Time Prediction With Uncertainty Using GPS Trace Data.
IEEE Trans. Mob. Comput., 2023

Disclosure Risk From Homogeneity Attack in Differentially Privately Sanitized Frequency Distribution.
IEEE Trans. Dependable Secur. Comput., 2023

GIBWM-MABAC approach for MAGDM under multi-granularity intuitionistic 2-tuple linguistic information model.
J. Ambient Intell. Humaniz. Comput., 2023

2022
Variational inference with NoFAS: Normalizing flow with adaptive surrogate for computationally expensive models.
J. Comput. Phys., 2022

AdaAnn: Adaptive Annealing Scheduler for Probability Density Approximation.
CoRR, 2022

Noise-Augmented Privacy-Preserving Empirical Risk Minimization with Dual-Purpose Regularizer and Privacy Budget Retrieval and Recycling.
Proceedings of the Intelligent Computing, 2022

Efficient Reinforcement Learning from Demonstration Using Local Ensemble and Reparameterization with Split and Merge of Expert Policies.
Proceedings of the 46th IEEE Annual Computers, Software, and Applications Conferenc, 2022

Adaptive Noisy Data Augmentation for Regularized Estimation and Inference of Generalized Linear Models.
Proceedings of the 46th IEEE Annual Computers, Software, and Applications Conferenc, 2022

A New Bound for Privacy Loss from Bayesian Posterior Sampling.
Proceedings of the CODASPY '22: Twelveth ACM Conference on Data and Application Security and Privacy, Baltimore, MD, USA, April 24, 2022

Disclosure Risk from Homogeneity Attack in Differentially Private Release of Frequency Distribution.
Proceedings of the CODASPY '22: Twelveth ACM Conference on Data and Application Security and Privacy, Baltimore, MD, USA, April 24, 2022

2021
Modification of the BWM and MABAC method for MAGDM based on q-rung orthopair fuzzy rough numbers.
Int. J. Mach. Learn. Cybern., 2021

Three-way decisions with decision-theoretic rough sets based on covering-based q-rung orthopair fuzzy rough set model.
J. Intell. Fuzzy Syst., 2021

Multiple Attribute Decision-Making Method Based upon Intuitionistic Fuzzy Partitioned Dual Maclaurin Symmetric Mean Operators.
Int. J. Comput. Intell. Syst., 2021

Improved MABAC method based on single-valued neutrosophic 2-tuple linguistic sets and Frank aggregation operators for MAGDM.
Comput. Appl. Math., 2021

Construction of Differentially Private Empirical Distributions from a Low-Order Marginals Set Through Solving Linear Equations with l<sub>2</sub> Regularization.
Proceedings of the Intelligent Computing, 2021

Continuous-Time Markov-Switching GARCH Process with Robust State Path Identification and Volatility Estimation.
Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2021

Adaptive Noisy Data Augmentation for Regularized Construction of Undirected Graphical Models.
Proceedings of the 8th IEEE International Conference on Data Science and Advanced Analytics, 2021

2020
Adaptive Gaussian Noise Injection Regularization for Neural Networks.
Proceedings of the Advances in Neural Networks - ISNN 2020, 2020

Differentially Private Generation of Social Networks via Exponential Random Graph Models.
Proceedings of the 44th IEEE Annual Computers, Software, and Applications Conference, 2020

2019
Generalized Gaussian Mechanism for Differential Privacy.
IEEE Trans. Knowl. Data Eng., 2019

Statistical Properties of Sanitized Results from Differentially Private Laplace Mechanism with Univariate Bounding Constraints.
Trans. Data Priv., 2019

2018
CIPHER: Construction of dIfferentially Private microdata from low-dimensional Histograms via solving linear Equations with Tikhonov Regularization.
CoRR, 2018

Panda: AdaPtive Noisy Data Augmentation for Regularization of Undirected Graphical Models.
CoRR, 2018

2016
Noninformative Bounding in Differential Privacy and Its Impact on Statistical Properties of Sanitized Results in Truncated and Boundary-Inflated-Truncated Laplace Mechanisms.
CoRR, 2016

2015
zoib: An R Package for Bayesian Inference for Beta Regression and Zero/One Inflated Beta Regression.
R J., 2015

2014
gset: An R Package for Exact Sequential Test of Equivalence Hypothesis Based on Bivariate Non-Central t-Statistics.
R J., 2014

Exact sequential test of equivalence hypothesis based on bivariate non-central t-statistics.
Comput. Stat. Data Anal., 2014


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