Shyam Visweswaran
4 papers · 2010–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Full 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (13) 🏆 Keyword Champion (2)
🚀
Conference Pioneer
Venues
Top co-authors
Research topics
Machine Learning
(3)
Artificial Intelligence
(2)
Core Methods
(2)
Optimization & Theory
(2)
Computer Vision
(1)
Natural Language Processing
(1)
Analysis
(1)
Application Areas
(1)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Core AI · Computer Vision
(1)
Core AI · Artificial Intelligence
(1)
Learning Types
(1)
Resources & Methods
(1)
Keywords
instance-specific learning
(2)
bayesian inference
(1)
structure learning
(1)
bias detection
(1)
model interpretability
(1)
bayesian model averaging
(1)
bayesian network
(1)
graphical model
(1)
causal mechanism
(1)
markov blanket
(1)
causal inference
(1)
predictive model
(1)
bayesian network structure learning
(1)
error analysis
(1)
slice discovery
(1)
vision classifier
(1)
error rectification
(1)
instance-specific model
(1)
greedy equivalence search
(1)
large language model
(1)
Papers
LADDER: Language-Driven Slice Discovery and Error Rectification in Vision Classifiers
ACL 2025
Mammo-CLIP: A Vision Language Foundation Model to Enhance Data Efficiency and Robustness in Mammography
MICCAI 2024
Instance-Specific Bayesian Network Structure Learning
PGM 2018
Learning Instance-Specific Predictive Models
JMLR 2010