Beyond Worst-Case Coreset Bounds for $k$-Clustering via Determinantal Sampling

Diptarka Chakraborty, Satyaki Mukherjee, Gaurav Vallabhdas Revankar +1

Massive datasets in modern machine learning have made data reduction a central challenge, particularly for clustering tasks where memory and computational constraints demand compac…