Review for Dynamic Prediction in Clinical Survival Analysis

chl8856/dynamic-deephit 27 Nov 2023

The accurate prediction of patient prognosis is a critical challenge in clinical practice.

Applications

56
0.01 stars / hour

How to estimate Fisher information matrices from simulations

wcoulton/compressedfisher 15 May 2023

The standard Monte Carlo method produces estimates of the Fisher information that can be biased when the Monte-Carlo noise is non-negligible.

Methodology Cosmology and Nongalactic Astrophysics Instrumentation and Methods for Astrophysics Data Analysis, Statistics and Probability

12
0.01 stars / hour

Characterizing personalized effects of family information on disease risk using graph representation learning

dsgelab/family-ehr-graphs 11 Apr 2023

Family history is considered a risk factor for many diseases because it implicitly captures shared genetic, environmental and lifestyle factors.

Applications

6
0.01 stars / hour

Conformal prediction beyond exchangeability

salesforce/online_conformal 27 Feb 2022

Our new methods are provably robust, with substantially less loss of coverage when exchangeability is violated due to distribution drift or other challenging features of real data, while also achieving the same coverage guarantees as existing conformal prediction methods if the data points are in fact exchangeable.

Methodology

93
0.01 stars / hour

Bayesian additive regression trees for probabilistic programming

elanmart/rust-pgbart 8 Jun 2022

Bayesian additive regression trees (BART) is a non-parametric method to approximate functions.

Computation

17
0.01 stars / hour

De-biased lasso for stratified Cox models with application to the national kidney transplant data

luxia-bios/stratifiedcoxinference 16 Nov 2022

The Scientific Registry of Transplant Recipients (SRTR) system has become a rich resource for understanding the complex mechanisms of graft failure after kidney transplant, a crucial step for allocating organs effectively and implementing appropriate care.

Methodology

3
0.01 stars / hour

UltraNest -- a robust, general purpose Bayesian inference engine

JohannesBuchner/UltraNest 23 Jan 2021

UltraNest is a general-purpose Bayesian inference package for parameter estimation and model comparison.

Computation Instrumentation and Methods for Astrophysics

130
0.01 stars / hour

Relational hyperevent models for polyadic interaction networks

juergenlerner/eventnet 20 Dec 2021

Currently available relational event models (REM) are not well suited to the analysis of polyadic interaction networks because they specify event rates for sets of receivers as functions of dyadic covariates associated with the sender and one receiver at a time.

Applications Social and Information Networks

27
0.01 stars / hour

Computing Extremely Accurate Quantiles Using t-Digests

tdunning/t-digest 11 Feb 2019

We present on-line algorithms for computing approximations of rank-based statistics that give high accuracy, particularly near the tails of a distribution, with very small sketches.

Sequential Quantile Estimation Computation Data Structures and Algorithms

1,914
0.01 stars / hour

Conformal Prediction Under Covariate Shift

ryantibs/conformal NeurIPS 2019

We extend conformal prediction methodology beyond the case of exchangeable data.

Methodology

202
0.01 stars / hour