Leonidas Lefakis
6 papers · 2010–2016 · 5 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze π Conference Polyglot Β· Silver πΊοΈ Taxonomy Completionist (21)
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Research topics
Machine Learning
(6)
Core Methods
(5)
Learning Types Β· Machine Learning
(4)
Computer Vision
(2)
Deep Learning
(2)
Analysis
(2)
Artificial Intelligence
(1)
Mathematics & Optimization
(1)
Reinforcement Learning
(1)
Architectures
(1)
Core AI
(1)
Learning Types Β· Deep Learning
(1)
Mathematics
(1)
Methods
(1)
Optimization & Theory
(1)
Keywords
mutual information
(2)
object detection
(2)
boosting algorithm
(2)
gaussian modeling
(2)
imitation learning
(1)
ensemble learning
(1)
computer vision
(1)
feature selection
(1)
face detection
(1)
expectation maximization
(1)
pedestrian detection
(1)
cascade classifier
(1)
discriminative learning
(1)
boosting
(1)
dynamic programming
(1)
information content
(1)
offline learning
(1)
reservoir sampling
(1)
greedy expectation maximization
(1)
joint feature selection
(1)
Papers
Jointly Informative Feature Selection Made Tractable by Gaussian Modeling
JMLR 2016
Dynamic Programming Boosting for Discriminative Macro-Action Discovery
ICML 2014
Jointly Informative Feature Selection
AISTATS 2014
Sample Distillation for Object Detection and Image Classification
ACML 2014
Reservoir Boosting : Between Online and Offline Ensemble Learning
NeurIPS 2013
Joint Cascade Optimization Using A Product Of Boosted Classifiers
NeurIPS 2010