Concepedia

S. V. N. Vishwanathan

SV

59

Publications

7.2K

Citations

34

H-Index

2003

Active since

Affiliations

Purdue University West Lafayette(Current)

Data61

Australian National University

University of California, Santa Cruz

Amazon (United States)

S. V. N. Vishwanathan is an author at Purdue University West Lafayette specializing in engineering, data science, and computer science.

Top concepts

EngineeringData ScienceComputer ScienceMachine LearningPattern RecognitionDeep LearningKnowledge DiscoveryData MiningComputer VisionImage Analysis

Publications per year

2003–2019

59

Publications

59

Protein function prediction via graph kernels

Karsten Borgwardt, Cheng Soon Ong, Stefan Schönauer et al. · Computer applications in the biosciences · 2005 · 1.1K citations

Deep Graph Kernels

Pinar Yanardag, S. V. N. Vishwanathan · 2015 · 1K citations

Natural Language Processing, Popular Graph Kernels, Graph Neural Network +13

Efficient Graphlet Kernels for Large Graph Comparison

Nino Sherashidze, S. V. N. Vishwanathan, Tobias Petri et al. · MPG.PuRe (Max Planck Society) · 2009 · 699 citations · Full text

S. V. N. Vishwanathan, Nicol N. Schraudolph, Risi Kondor et al. · 2010 · 663 citations

Spectral Theory, Graph Sparsity, Engineering +11

Accelerated training of conditional random fields with stochastic gradient methods

S. V. N. Vishwanathan, Nicol N. Schraudolph, Mark Schmidt et al. · 2006 · 284 citations

Artificial Intelligence, Structured Prediction, Engineering +19

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