Madalina Persu
Artificial Intelligence · 2014
A researcher in the Science corpus: 1 paper; trusts 7 researchers and is trusted by 2 researchers here, as inferred from the citation graph.
Subfields
- Artificial Intelligence — 14 citations into it; #26,614 of 35,345 by trust here, #23,731 by citations
- Computational Mechanics — 13 citations into it; #7,491 of 10,001 by trust here, #5,813 by citations
- Computational Theory and Mathematics — 11 citations into it; #9,164 of 12,182 by trust here, #6,165 by citations
- Computer Vision and Pattern Recognition — 9 citations into it
- Signal Processing — 5 citations into it
Whom Madalina Persu trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
Who trusts Madalina Persu overall
Papers from Madalina Persu's perspective
Ordered by how strongly the researchers Madalina Persu trusts endorse each paper. Same corpus, a different order for every researcher.
- Improved Approximation Algorithms for Large Matrices via Random Projections (IEEE Annual Symposium on Foundations of Computer Science)
- Numerical linear algebra in the streaming model (Symposium on the Theory of Computing)
- Matrix approximation and projective clustering via volume sampling (ACM-SIAM Symposium on Discrete Algorithms)
- OSNAP: Faster Numerical Linear Algebra Algorithms via Sparser Subspace Embeddings (IEEE Annual Symposium on Foundations of Computer Science)
- FINDING STRUCTURE WITH RANDOMNESS : PROBABILISTIC ALGORITHMS FOR CONSTRUCTING
- Low-distortion subspace embeddings in input-sparsity time and applications to robust linear regression (Symposium on the Theory of Computing)
- Low-Rank Approximation and Regression in Input Sparsity Time (arXiv.org)
- Turning big data into tiny data: Constant-size coresets for k-means, PCA and projective clustering (ACM-SIAM Symposium on Discrete Algorithms)
- Clustering Large Graphs via the Singular Value Decomposition (Machine-mediated learning)
- Principal Component Analysis and Higher Correlations for Distributed Data
Their papers
- Dimensionality Reduction for k-Means Clustering and Low Rank Approximation (2014) — 380 citations