ArticleJournal of machine learning research : JMLR2018
A Robust Learning Approach for Regression Models Based on Distributionally Robust Optimization.
Article in Journal of machine learning research : JMLR, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
14 citing papers in PubMed.
- Accounting for racial bias and social determinants of health in a model of hypertension control.BMC medical informatics and decision making · 2025Article
- Therapeutic peptides identification via kernel risk sensitive loss-based k-nearest neighbor model and multi-Laplacian regularization.Briefings in bioinformatics · 2024Article
- Personalized hypertension treatment recommendations by a data-driven model.BMC medical informatics and decision making · 2023Article
- Article
- Improved cluster ranking in protein-protein docking using a regression approach.Computational and structural biotechnology journal · 2021Article
- Learning parametric policies and transition probability models of markov decision processes from data.European journal of control · 2021Article
- Article
- Personalized predictive models for symptomatic COVID-19 patients using basic preconditions: Hospitalizations, mortality, and the need for an ICU or ventilator.International journal of medical informatics · 2020Article
- Personalized Predictive Models for Symptomatic COVID-19 Patients Using Basic Preconditions: Hospitalizations, Mortality, and the Need for an ICU or Ventilator.medRxiv : the preprint server for health sciences · 2020Article
- Asymptotic Network Independence in Distributed Stochastic Optimization for Machine Learning.IEEE signal processing magazine · 2020Article
- Prescriptive analytics for reducing 30-day hospital readmissions after general surgery.PloS one · 2020Article
- Learning from animals: How to Navigate Complex Terrains.PLoS computational biology · 2020Article
- Detection of unwarranted CT radiation exposure from patient and imaging protocol meta-data using regularized regression.European journal of radiology open · 2019Article
- Machine Learning for Pharmacogenomics and Personalized Medicine: A Ranking Model for Drug Sensitivity Prediction.IEEE/ACM transactions on computational biology and bioinformaticsArticle
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
2 authors.
Funding
Abstract
We present a
Indexed as
Identifiers
34421397PMC8378760What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.