2021-07-29 Articles à lire - JMLR#
Assurance, ML
Collaborative Insurance Sustainability and Network Structure
Autocalibration and Tweedie-dominance for Insurance Pricing with Machine Learning
A new GEE method to account for heteroscedasticity, using asymmetric least-square regressions
JMLR
Finite-sample Analysis of Interpolating Linear Classifiers in the Overparameterized Regime
Online stochastic gradient descent on non-convex losses from high-dimensional inference
Explaining Explanations: Axiomatic Feature Interactions for Deep Networks
LocalGAN: Modeling Local Distributions for Adversarial Response Generation
FLAME: A Fast Large-scale Almost Matching Exactly Approach to Causal Inference
Single and Multiple Change-Point Detection with Differential Privacy
Simple and Fast Algorithms for Interactive Machine Learning with Random Counter-examples
On Multi-Armed Bandit Designs for Dose-Finding Clinical Trials
On Multi-Armed Bandit Designs for Dose-Finding Clinical Trials
python