Vikas Raykar
6 papers · 2010–2017 · 4 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· Silver πΊοΈ Taxonomy Completionist (16) π Conference Polyglot Β· Bronze
π₯
Mega-Team Β· Squad
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Keyword Pioneer
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Renaissance Researcher
(5)
Top co-authors
Research topics
Machine Learning
(5)
Core Methods
(3)
Deep Learning
(2)
Architectures
(2)
Learning Types
(2)
Optimization & Theory
(2)
Computer Science
(1)
Natural Language Processing
(1)
Reinforcement Learning
(1)
Speech & Audio
(1)
Application Areas
(1)
Applications
(1)
Bayesian & Probabilistic
(1)
Foundations
(1)
Methods
(1)
Keywords
argumentation mining
(2)
variable selection
(1)
bayesian inference
(1)
sequence labeling
(1)
text classification
(1)
natural language inference
(1)
text analysis
(1)
joint learning
(1)
deep learning
(1)
markov decision process
(1)
bayesian decision theory
(1)
crowdsourced labeling
(1)
sparse solution
(1)
convolutional neural network
(1)
recurrent neural network
(1)
nonparametric prior
(1)
microarray classification
(1)
bayesian prior
(1)
sequential pattern mining
(1)
linguistic pattern
(1)
Papers
GRASP: Rich Patterns for Argumentation Mining
EMNLP 2017
Joint Learning of Correlated Sequence Labeling Tasks Using Bidirectional Recurrent Neural Networks
Interspeech 2017
An Empirical Evaluation of various Deep Learning Architectures for Bi-Sequence Classification Tasks
COLING 2016
Claims on demand β an initial demonstration of a system for automatic detection and polarity identification of context dependent claims in massive corpora
COLING 2014
Sequential crowdsourced labeling as an epsilon-greedy exploration in a Markov Decision Process
AISTATS 2014
Nonparametric prior for adaptive sparsity
AISTATS 2010