Federated unsupervised random forest for privacy-preserving patient stratificationby Bastian Pfeifer, Christel Sirocchi, Marcus D. Bloice,…
A Study of Acquisition Functions for Medical Imaging Deep Active Learningby Bonaventure F. P. DossouFirst…
Bayesian Nonparametrics Meets Data-Driven Distributionally Robust Optimizationby Nicola Bariletto, Nhat HoFirst submitted to arxiv on:…
Statistical Significance of Feature Importance Rankingsby Jeremy Goldwasser, Giles HookerFirst submitted to arxiv on: 28…
On the Statistical Properties of Generative Adversarial Models for Low Intrinsic Data Dimensionby Saptarshi Chakraborty,…
Distributed Markov Chain Monte Carlo Sampling based on the Alternating Direction Method of Multipliersby Alexandros…
Stochastic Amortization: A Unified Approach to Accelerate Feature and Data Attributionby Ian Covert, Chanwoo Kim,…
Probabilistic Guarantees of Stochastic Recursive Gradient in Non-Convex Finite Sum Problemsby Yanjie Zhong, Jiaqi Li,…
Data-Driven Estimation of the False Positive Rate of the Bayes Binary Classifier via Soft Labelsby…
An Information-Theoretic Analysis of In-Context Learningby Hong Jun Jeon, Jason D. Lee, Qi Lei, Benjamin…