Statistical Learning
Revisiting the Bethe-Hessian: Improved Community Detection in Sparse Heterogeneous Graphs
Lorenzo Dall'Amico, Romain Couillet, Nicolas Tremblay
Neural Information Processing Systems http://nips.cc/
The Memory Perturbation Equation: Understanding Model's Sensitivity to Data Peter Nickl
Understanding model's sensitivity to its training data is crucial but can also be challenging and costly, especially during training. To simplify such issues, we present the Memory-Perturbation Equation (MPE) which relates model's sensitivity to perturbation in its training data.
PCAInitializationforApproximateMessagePassing inRotationallyInvariantModels
We consider the problem of estimating a rank-1 signal from a noisy data matrix.
