Andrew W. Moore
6 papers · 1999–2015 · 3 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (11) π Academic Marathon Β· Full π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
π±
Topic Pioneer
π
Keyword Trendsetter Combo
(6)
π§
Keyword Pioneer
π
Trend Setter
π
Conference Pioneer
Venues
Top co-authors
Research topics
Machine Learning
(4)
Core Methods
(3)
Mathematics & Optimization
(2)
Optimization & Theory
(2)
Artificial Intelligence
(1)
Data Science & Analytics
(1)
Reinforcement Learning
(1)
Application Areas
(1)
Applications
(1)
Core AI
(1)
Mathematics
(1)
Methods Β· Reinforcement Learning
(1)
Methods Β· Data Science & Analytics
(1)
Optimization
(1)
Keywords
stochastic optimization
(2)
policy search
(1)
nearest neighbor search
(1)
time series forecasting
(1)
evaluation function
(1)
nonparametric classification
(1)
k-nearest neighbor
(1)
state space model
(1)
high-dimensional data
(1)
seasonal pattern
(1)
local search
(1)
optimization problem
(1)
search trajectory
(1)
paired comparison
(1)
algorithm acceleration
(1)
ball tree
(1)
holt-winters procedure
(1)
impulse detection
(1)
elastic smooth season fitting
(1)
ball-tree algorithm
(1)
Papers
Queues Donβt Matter When You Can JUMP Them!
NSDI 2015
Forecasting Web Page Views: Methods and Observations
JMLR 2008
New Algorithms for Efficient High-Dimensional Nonparametric Classification
JMLR 2006
Policy Search using Paired Comparisons
JMLR 2002
Learning Evaluation Functions to Improve Optimization by Local Search
JMLR 2000
Fast State Discovery for HMM Model Selection and Learning
AISTATS 1999