Roshan M. D'Souza

Signal Processing · 2013

A researcher in the Science corpus: 1 paper; trusts 13 researchers and is trusted by 0 researchers here, as inferred from the citation graph.

Subfields

• Signal Processing — 7 citations into it
• Artificial Intelligence — 6 citations into it
• Computer Vision and Pattern Recognition — 6 citations into it

Whom Roshan M. D'Souza trusts overall

Their strongest outbound trust, strongest first, inferred from their citations.

1. Sanjoy Dasgupta
2. Nathan Bell

Papers from Roshan M. D'Souza's perspective

Ordered by how strongly the researchers Roshan M. D'Souza trusts endorse each paper. Same corpus, a different order for every researcher.

1. Locality-sensitive hashing scheme based on p-stable distributions
2. Benchmarking GPUs to tune dense linear algebra
3. A global geometric framework for nonlinear dimensionality reduction.
4. Fast Approximate kNN Graph Construction for High Dimensional Data via Recursive Lanczos Bisection
5. kNN Query Processing in Metric Spaces Using GPUs
6. Random projection trees and low dimensional manifolds
7. Large Graph Construction for Scalable Semi-Supervised Learning (International Conference on Machine Learning)
8. Convergence of Laplacian Eigenmaps (Neural Information Processing Systems)
9. An optimal algorithm for approximate nearest neighbor searching fixed dimensions
10. Efficient k-nearest neighbor graph construction for generic similarity measures

Their papers

• Efficient Computation of k-Nearest Neighbour Graphs for Large High-Dimensional Data Sets on GPU Clusters (2013) — 22 citations