S. V. N. Vishwanathan

Protein function prediction via graph kernels

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

Life Sciences, Biochemistry, Bioinformatics +13

Deep Graph Kernels

Pinar Yanardag, S. V. N. Vishwanathan · 2015 · 1.1K citations

Computing, Computer Science, Knowledge Representation +16

Efficient Graphlet Kernels for Large Graph Comparison

Nino Sherashidze, S. V. N. Vishwanathan, Tobias Petri et al. · MPG.PuRe (Max Planck Society) · 2009 · 704 citations · Full text

Computing, Computer Science, Combinatorics +10

Graph Kernels

S. V. N. Vishwanathan, Nicol N. Schraudolph, Risi Kondor et al. · 2010 · 668 citations

Computing, Computer Science, Mathematics +16

Accelerated training of conditional random fields with stochastic gradient methods

S. V. N. Vishwanathan, Nicol N. Schraudolph, Mark Schmidt et al. · 2006 · 285 citations

Computing, Computer Science, Machine Learning +10