Mohammad Saberian
6 papers · 2014–2019 · 4 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π Academic Marathon (5)
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Cross-Pollinator
(13)
πΊοΈ
Taxonomy Completionist
(14)
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Trend Setter
Conferences
JMLR (2)
NIPS (2)
ICCV (1)
ICML (1)
Top co-authors
Keywords
multiclass classification
(3)
margin maximization
(2)
boosting algorithm
(2)
object detection
(2)
loss function
(2)
feature selection
(1)
pedestrian detection
(1)
cascade classifier
(1)
gradient descent
(1)
discriminant analysis
(1)
coordinate descent
(1)
sequential decision
(1)
classification accuracy
(1)
cost-sensitive classification
(1)
cascade detection
(1)
cost-sensitive learning
(1)
support vector machine
(1)
convolutional neural network
(1)
guess aversion
(1)
cascade boosting
(1)
Papers
Multiclass Boosting: Margins, Codewords, Losses, and Algorithms
JMLR 2019
Large Margin Discriminant Dimensionality Reduction in Prediction Space
NIPS 2016
Learning Complexity-Aware Cascades for Deep Pedestrian Detection
ICCV 2015
Multi-Resolution Cascades for Multiclass Object Detection
NIPS 2014
Guess-Averse Loss Functions For Cost-Sensitive Multiclass Boosting
ICML 2014
Boosting Algorithms for Detector Cascade Learning
JMLR 2014