Christopher deFilippi
Computer Vision and Pattern Recognition · 2009–2019
A researcher in the Science corpus: 5 papers; trusts 1 researcher and is trusted by 0 researchers here, as inferred from the citation graph.
Subfields
- Computer Vision and Pattern Recognition — 5 citations into it
Whom Christopher deFilippi trusts
Their strongest outbound trust, strongest first, inferred from their citations.
- Radford M. Neal (in Computer Vision and Pattern Recognition)
Papers from Christopher deFilippi's perspective
Ordered by how strongly the researchers Christopher deFilippi trusts endorse each paper. Same corpus, a different order for every researcher.
- Learning the parts of objects by non-negative matrix factorization
- Multi-Way Analysis: Applications in the Chemical Sciences
- Efficient MATLAB Computations with Sparse and Factored Tensors (SIAM Journal on Scientific Computing)
- Fast Local Algorithms for Large Scale Nonnegative Matrix and Tensor Factorizations (IEICE Transactions on Fundamentals of Electronics Communications and Computer Sciences)
- PheWAS: demonstrating the feasibility of a phenome-wide scan to discover gene–disease associations
- Orthogonal nonnegative matrix t-factorizations for clustering (Knowledge Discovery and Data Mining)
- The Expression of a Tensor or a Polyadic as a Sum of Products
- Clinical phenotyping in selected national networks: demonstrating the need for high-throughput, portable, and computational methods
- Random Forests
- Convex Optimization
Their papers
- Chronic Kidney Disease and Coronary Artery Disease: JACC State-of-the-Art Review. (2019) — 617 citations
- SUSTain: Scalable Unsupervised Scoring for Tensors and its Application to Phenotyping (2018) — 589 citations
- Early Detection of Heart Failure with Varying Prediction Windows by Structured and Unstructured Data in Electronic Health Records (2015) — 58 citations
- Association of serial measures of cardiac troponin T using a sensitive assay with incident heart failure and cardiovascular mortality in older adults. (2010) — 753 citations
- Fibroblast Growth Factor-23 and Left Ventricular Hypertrophy in Chronic Kidney Disease (2009) — 830 citations