Uncertainty Herding: One Active Learning Method for All Label BudgetsInternational Conference on Learning Representations (ICLR), 2024 |
Impact of Extensions on Browser Performance: An Empirical Study on
Google ChromeEmpirical Software Engineering (EMSE), 2024 |
Mitigating Pilot Contamination and Enabling IoT Scalability in Massive
MIMO SystemsGlobal Communications Conference (GLOBECOM), 2023 |
Medoid Silhouette clustering with automatic cluster number selectionInformation Systems (Inf. Syst.), 2023 |
Intelligent sampling for surrogate modeling, hyperparameter
optimization, and data analysisMachine Learning with Applications (MLWA), 2021 |
Stop using the elbow criterion for k-means and how to choose the number
of clusters insteadSIGKDD Explorations (SIGKDD Explor.), 2022 |
Clustering by Direct Optimization of the Medoid SilhouetteSimilarity Search and Applications (SISAP), 2022 |
K-Means for Noise-Insensitive Multi-Dimensional Feature LearningPattern Recognition Letters (PR), 2022 |