Kenneth W. Church
9 papers · 2000–2021 · 6 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (17) π Conference Polyglot Β· Silver π Academic Marathon Β· Ultra π Interdisciplinary Bridge Β· Gold π£ Hot Topic Early Bird
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Keyword Trendsetter Combo
(3)
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Keyword Champion
(2)
π§
Keyword Pioneer
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Conference Pioneer
π
Trend Setter
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Renaissance Researcher
(5)
Top co-authors
Research topics
Machine Learning
(4)
Mathematics & Optimization
(3)
Optimization
(3)
Optimization & Theory
(3)
Computer Science
(2)
Core Methods
(2)
Foundations
(2)
Learning Types
(2)
Artificial Intelligence
(1)
Data Science & Analytics
(1)
Speech & Audio
(1)
Application Areas
(1)
Bayesian & Probabilistic
(1)
Learning Paradigms Β· Artificial Intelligence
(1)
Learning Paradigms Β· Machine Learning
(1)
Keywords
random sampling
(2)
random projection
(2)
conditional random sampling
(2)
dimension reduction
(2)
sparse data
(2)
gaussian process
(1)
mutual information
(1)
distance computation
(1)
hamming distance
(1)
chi-square distance
(1)
cauchy random projections
(1)
distance metric
(1)
pairwise distance
(1)
long short-term memory
(1)
streaming data
(1)
confidence scoring
(1)
stochastic method
(1)
tail bound
(1)
spoken term detection
(1)
distance approximation
(1)
Papers
Exploiting a Zoo of Checkpoints for Unseen Tasks
NeurIPS 2021
Symbol Sequence Search from Telephone Conversation
Interspeech 2017
One sketch for all: Theory and Application of Conditional Random Sampling
NeurIPS 2008
Nonlinear Estimators and Tail Bounds for Dimension Reduction in l1 Using Cauchy Random Projections
JMLR 2007
Conditional Random Sampling: A Sketch-based Sampling Technique for Sparse Data
NeurIPS 2006
Using Sketches to Estimate Associations
EMNLP 2005
Using Bins to Empirically Estimate Term Weights for Text Categorization
EMNLP 2001
Empirical Estimates of Adaptation: The chance of Two Noriegas is closer to p/2 than p2
COLING 2000
Empirical Term Weighting and Expansion Frequency
ACL 2000