Statistical Learning
Iterative Least Trimmed Squares for Mixed Linear Regression
Neural Information Processing Systems http://nips.cc/
Bipartite Stochastic Block Models with Tiny Clusters
Discovering clusters in bipartite graphs has been researched in many different settings. However, most of these algorithms were heuristics and do not provide theoretical guarantees for the quality oftheir results.
Noise
The user selects a workload matrixArepresenting a desired first-order optimization method.
Testing for Families of Distributions via the Fourier Transform
Alistair Stewart, Ilias Diakonikolas, Clement Canonne
Neural Information Processing Systems http://nips.cc/
Implicit Regularization of Accelerated Methods in Hilbert Spaces
Nicolò Pagliana, Lorenzo Rosasco
Neural Information Processing Systems http://nips.cc/