Pavel Laskov
9 papers · 2004–2012 · 4 conferences · across top CS/AI conferences
Achievements
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๐งญ Keyword Pioneer ๐ Interdisciplinary Bridge ๐ Renaissance Researcher (5) ๐บ๏ธ Taxonomy Completionist (12) ๐ Conference Polyglot (4)
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Cross-Pollinator
(10)
๐งญ
Keyword Pioneer
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Conference Polyglot
(4)
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Keyword Trendsetter Combo
(5)
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Keyword Champion
๐ฅ
Unstoppable
(5)
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Trend Setter
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Conference Pioneer
Conferences
JMLR (4)
ACML (2)
NIPS (2)
AISTATS (1)
Top co-authors
Keywords
support vector machine
(4)
kernel methods
(3)
adversarial learning
(3)
online learning
(3)
centroid anomaly detection
(2)
suffix trees
(2)
sequential datum
(2)
similarity measure
(2)
ensemble learning
(1)
sequential data
(1)
anomaly detection
(1)
optimization
(1)
label noise
(1)
pattern classification
(1)
text categorization
(1)
blind source separation
(1)
lp-norm
(1)
kernel matrix
(1)
lp-norm optimization
(1)
incremental learning
(1)
Papers
Security Analysis of Online Centroid Anomaly Detection
JMLR 2012
Support Vector Machines Under Adversarial Label Noise
ACML 2011
Microbagging Estimators: An Ensemble Approach to Distance-weighted Classifiers
ACML 2011
Online Anomaly Detection under Adversarial Impact
AISTATS 2010
Efficient and Accurate Lp-Norm Multiple Kernel Learning
NIPS 2009
Linear-Time Computation of Similarity Measures for Sequential Data
JMLR 2008
Computation of Similarity Measures for Sequential Data using Generalized Suffix Trees
NIPS 2006
Incremental Support Vector Learning: Analysis, Implementation and Applications
JMLR 2006
A Fast Algorithm for Joint Diagonalization with Non-orthogonal Transformations and its Application to Blind Source Separation
JMLR 2004