Joel Vaughan - RankMe

14 papers A* 1Journal 13

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Who Judges the Judge? LLM Jury-on-Demand: Building Trustworthy LLM Evaluation Systems. CoRR Xiaochuan Li, Ke Wang, Girija Gouda, Shubham Choudhary, Yaqun Wang, Linwei Hu, Joel Vaughan, Freddy Lécué
2024	J	`jnl`	Assessing Robustness of Machine Learning Models using Covariate Perturbations. CoRR Arun Prakash R, Anwesha Bhattacharyya, Joel Vaughan, Vijayan N. Nair
2024	J	`jnl`	Towards a framework on tabular synthetic data generation: a minimalist approach: theory, use cases, and limitations. CoRR Yueyang Shen, Agus Sudjianto, Arun Prakash R, Anwesha Bhattacharyya, Maorong Rao, Yaqun Wang, Joel Vaughan, Nengfeng Zhou
2022	J	`jnl`	Behavior of Hyper-Parameters for Selected Machine Learning Algorithms: An Empirical Investigation. CoRR Anwesha Bhattacharyya, Joel Vaughan, Vijayan N. Nair
2022	J	`jnl`	Interpretable Feature Engineering for Time Series Predictors using Attention Networks. CoRR Tianjie Wang, Jie Chen, Joel Vaughan, Vijayan N. Nair
2022	J	`jnl`	Quantifying Inherent Randomness in Machine Learning Algorithms. CoRR Soham Raste, Rahul Singh, Joel Vaughan, Vijayan N. Nair
2021	J	`jnl`	Supervised Linear Dimension-Reduction Methods: Review, Extensions, and Comparisons. CoRR Shaojie Xu, Joel Vaughan, Jie Chen, Agus Sudjianto, Vijayan N. Nair
2021	J	`jnl`	Traversing the Local Polytopes of ReLU Neural Networks: A Unified Approach for Network Verification. CoRR Shaojie Xu, Joel Vaughan, Jie Chen, Aijun Zhang, Agus Sudjianto
2020	J	`jnl`	Adaptive Explainable Neural Networks (AxNNs). CoRR Jie Chen, Joel Vaughan, Vijayan N. Nair, Agus Sudjianto
2020	J	`jnl`	Supervised Machine Learning Techniques: An Overview with Applications to Banking. CoRR Linwei Hu, Jie Chen, Joel Vaughan, Hanyu Yang, Kelly Wang, Agus Sudjianto, Vijayan N. Nair
2018	J	`jnl`	Explainable Neural Networks based on Additive Index Models. CoRR Joel Vaughan, Agus Sudjianto, Erind Brahimi, Jie Chen, Vijayan N. Nair
2013	J	`jnl`	Network-Wide Statistical Modeling, Prediction, and Monitoring of Computer Traffic. Technometrics Joel Vaughan, Stilian Stoev, George Michailidis
2010	J	`jnl`	Global Modeling and Prediction of Computer Network Traffic CoRR Stilian Stoev, George Michailidis, Joel Vaughan
2010	A*	`conf`	On Global Modeling of Backbone Network Traffic. INFOCOM Stilian Stoev, George Michailidis, Joel Vaughan