A hyperknowledge approach to support dataset engineering
- Marcio Moreno
- Polyana Bezerra
- et al.
- 2021
- ISWC 2021
Demo paper
Publications
1615 results for Machine Learning
Detecting model drift using polynomial relations
- Eliran Roffe
- Samuel Ackerman
- et al.
- 2022
- AAAI 2022
Workshop paperThe class imbalance problem
- Fadel Megahed
- Ying-Ju Chen
- et al.
- 2021
- Nature Methods
PaperDensity-based interpretable hypercube region partitioning for mixed numeric and categorical data
- Samuel Ackerman
- Eitan Farchi
- et al.
- 2021
- JSM 2021
Conference paperLearning Insurance Benefit Rules from Policy Texts with Small Labeled Data
- Gabriele Picco
- Lam Thanh Hoang
- et al.
- 2021
- MedInfo 2021
Conference paperHierarchical Representation of Complex Intervention Sequences for Automated Subgroup Analysis in Critical Care Settings
- Amee Trivedi
- William Ogallo
- et al.
- 2021
- MedInfo 2021
Conference paperDynamic graph and polynomial chaos based models for contact tracing data analysis and optimal testing prescription
- Shashanka Ubaru
- Lior Horesh
- et al.
- 2021
- Journal of Biomedical Informatics
PaperFedDR -- Randomized Douglas-Rachford Splitting Algorithms for Nonconvex Federated Composite Optimization
- Quoc Tran-Dinh
- Nhan Pham
- et al.
- 2021
- NeurIPS 2021
Conference paperOn the Equivalence between Neural Network and Support Vector Machine
- Yilan Chen
- Wei Huang
- et al.
- 2021
- NeurIPS 2021
Conference paperPipeline Combinators for Gradual AutoML
- Guillaume Baudart
- Martin Hirzel
- et al.
- 2021
- NeurIPS 2021
Conference paper