Vasant Honavar
8 papers · 2012–2025 · 5 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver π Academic Marathon Β· Half πΊοΈ Taxonomy Completionist (22) π£ Hot Topic Early Bird π Conference Polyglot Β· Silver
π
Conference Pioneer
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Trend Setter
Venues
Top co-authors
Research topics
Machine Learning
(6)
Artificial Intelligence
(4)
Core AI
(4)
Learning Types
(3)
Healthcare & Medicine
(2)
Application Areas
(2)
Bayesian & Probabilistic
(2)
Clinical
(2)
Core Methods
(2)
Deep Learning
(1)
Knowledge & Reasoning
(1)
Mathematics & Optimization
(1)
Learning Paradigms
(1)
Models
(1)
Optimization
(1)
Keywords
longitudinal data
(2)
causal inference
(2)
link prediction
(1)
variable selection
(1)
variational inference
(1)
transfer learning
(1)
causal discovery
(1)
heterogeneous domains
(1)
predictive modeling
(1)
gaussian process
(1)
causal structure
(1)
algorithm design
(1)
complexity analysis
(1)
conditional independence
(1)
transportability
(1)
domain adaptation
(1)
preference modeling
(1)
polynomial time
(1)
graphical model
(1)
algorithmic fairness
(1)
Papers
Checking Consistency of CP-Theory Preferences in Polynomial Time
AAAI 2025
Inducing Clusters Deep Kernel Gaussian Process for Longitudinal Data
AAAI 2024
Algorithmic Bias in Recidivism Prediction: A Causal Perspective (Student Abstract)
AAAI 2020
LMLFM: Longitudinal Multi-Level Factorization Machine
AAAI 2020
MEGAN: A Generative Adversarial Network for Multi-View Network Embedding
IJCAI 2019
Towards Robust Relational Causal Discovery
UAI 2019
Transportability from Multiple Environments with Limited Experiments
NeurIPS 2013
Unambiguity Regularization for Unsupervised Learning of Probabilistic Grammars
EMNLP 2012