Leonidas Lefakis
6 papers · 2010–2016 · 5 conferences · across top CS/AI conferences
Achievements
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π Renaissance Researcher (5) π Interdisciplinary Bridge π Academic Marathon (6) π Cross-Pollinator (11) πΊοΈ Taxonomy Completionist (11)
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Keyword Pioneer
π£
Hot Topic Early Bird
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Conference Polyglot
(5)
π
Keyword Champion
π
Trend Setter
Conferences
NIPS (2)
ACML (1)
AISTATS (1)
ICML (1)
JMLR (1)
Top co-authors
Keywords
mutual information
(2)
object detection
(2)
gaussian modeling
(2)
imitation learning
(1)
ensemble learning
(1)
computer vision
(1)
feature selection
(1)
face detection
(1)
pedestrian detection
(1)
cascade classifier
(1)
discriminative learning
(1)
boosting
(1)
dynamic programming
(1)
change-point detection
(1)
information content
(1)
offline learning
(1)
reservoir sampling
(1)
greedy expectation maximization
(1)
boosting algorithm
(1)
joint feature selection
(1)
Papers
Jointly Informative Feature Selection Made Tractable by Gaussian Modeling
JMLR 2016
Sample Distillation for Object Detection and Image Classification
ACML 2014
Jointly Informative Feature Selection
AISTATS 2014
Dynamic Programming Boosting for Discriminative Macro-Action Discovery
ICML 2014
Reservoir Boosting : Between Online and Offline Ensemble Learning
NIPS 2013
Joint Cascade Optimization Using A Product Of Boosted Classifiers
NIPS 2010