Gautam Kunapuli
4 papers · 2011–2022 · 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· Half π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (21) π Conference Polyglot Β· Bronze
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Keyword Champion
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Trend Setter
β
The Questioner
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Conference Pioneer
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Renaissance Researcher
(6)
Venues
Top co-authors
Research topics
Machine Learning
(4)
Artificial Intelligence
(2)
Deep Learning
(2)
Core Methods
(2)
Learning Paradigms
(2)
Learning Types
(2)
Optimization & Theory
(2)
Computer Science
(1)
Data Science & Analytics
(1)
Healthcare & Medicine
(1)
Knowledge & Reasoning
(1)
Natural Language Processing
(1)
Application Areas
(1)
Applications Β· Data Science & Analytics
(1)
Applications Β· Natural Language Processing
(1)
Keywords
active learning
(1)
reinforcement learning
(1)
iterative optimization
(1)
natural language inference
(1)
document understanding
(1)
approximate counting
(1)
statistical relational learning
(1)
knowledge-based learning
(1)
expert advice
(1)
bilinear constraints
(1)
knowledge refinement
(1)
support vector machine
(1)
electronic health record
(1)
weighted model counting
(1)
knowledge-based system
(1)
relational probabilistic inference
(1)
knowledge discovery
(1)
clinical task
(1)
hierarchical graph
(1)
document-level inference
(1)
Papers
DocInfer: Document-level Natural Language Inference using Optimal Evidence Selection
EMNLP 2022
Fast Relational Probabilistic Inference and Learning: Approximate Counting via Hypergraphs
AAAI 2019
On Whom Should I Perform this Lab Test Next? An Active Feature Elicitation Approach
IJCAI 2018
Advice Refinement in Knowledge-Based SVMs
NeurIPS 2011