Nicol N. Schraudolph
8 papers · 2002–2010 · 2 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge π Renaissance Researcher (6) π§ Keyword Pioneer π Conference Polyglot (2)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Conference Polyglot
(2)
π
Keyword Trendsetter Combo
(10)
π
Keyword Champion
π±
Topic Pioneer
π
Trend Setter
π
Conference Pioneer
Conferences
JMLR (5)
NIPS (3)
Top co-authors
Keywords
reproducing kernel hilbert space
(3)
kernel methods
(2)
random walk
(2)
stochastic optimization
(2)
spectral clustering
(2)
graph kernel
(2)
kernel principal component analysis
(2)
stochastic meta-descent
(2)
bioinformatics
(1)
ising model
(1)
online learning
(1)
image denoising
(1)
convergence acceleration
(1)
partition function
(1)
fast computation
(1)
sylvester equation
(1)
stochastic gradient descent
(1)
random walk kernels
(1)
eigenvalue estimation
(1)
feature extraction
(1)
Papers
A Quasi-Newton Approach to Nonsmooth Convex Optimization Problems in Machine Learning
JMLR 2010
Graph Kernels
JMLR 2010
Efficient Exact Inference in Planar Ising Models
NIPS 2008
Fast Iterative Kernel Principal Component Analysis
JMLR 2007
Step Size Adaptation in Reproducing Kernel Hilbert Space
JMLR 2006
Fast Computation of Graph Kernels
NIPS 2006
Fast Iterative Kernel PCA
NIPS 2006
Learning Precise Timing with LSTM Recurrent Networks
JMLR 2002