Concepedia

Nicol N. Schraudolph

NN

39

Publications

4.1K

Citations

29

H-Index

1991

Active since

Affiliations

Australian National University(Current)

Data61

École Polytechnique Fédérale de Lausanne

Dalle Molle Institute for Artificial Intelligence Research

Nicol N. Schraudolph is an author at Australian National University specializing in engineering, computer science, and machine learning.

Top concepts

EngineeringComputer ScienceMachine LearningData ScienceDeep LearningPattern RecognitionImage AnalysisMachine VisionComputer VisionApproximation Theory

Publications per year

1991–2010

39

Publications

39

Graph Kernels

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

Spectral Theory, Graph Sparsity, Engineering +11

A Role for Codon Order in Translation Dynamics

Gina Cannarozzi, Nicol N. Schraudolph, Mahamadou Faty et al. · Cell · 2010 · 361 citations · Full text

Applied Linguistics, Computer-assisted Translation, Syntax +8

Accelerating Evolutionary Algorithms With Gaussian Process Fitness Function Models

Dirk Büche, Nicol N. Schraudolph, Petros Koumoutsakos · IEEE Transactions on Systems Man and Cybernetics Part C (Applications and Reviews) · 2005 · 332 citations

Differential Evolution, Computational Science, Engineering +13

A stochastic quasi-Newton method for online convex optimization

Nicol N. Schraudolph, Jin Yu, Simon Günter · ANU Open Research (Australian National University) · 2007 · 327 citations · Full text

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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