Suparna Bhattacharya
5 papers · 2013–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (20) 🐣 Hot Topic Early Bird
🚀
Conference Pioneer
Top co-authors
Research topics
Artificial Intelligence
(5)
Core AI
(4)
Machine Learning
(3)
Computer Vision
(2)
Core Methods
(2)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Application Areas
(1)
Bayesian & Probabilistic
(1)
Domain-Specific
(1)
Generation
(1)
Learning Paradigms
(1)
Learning Types
(1)
Optimization
(1)
Optimization & Theory
(1)
Keywords
data-efficient learning
(2)
large language model
(2)
conformal prediction
(1)
convex optimization
(1)
visual question answering
(1)
image captioning
(1)
autonomous driving
(1)
ai safety
(1)
hierarchical dirichlet process
(1)
software engineering
(1)
subset selection
(1)
rank correlation
(1)
topic model
(1)
vision-language model
(1)
hallucination mitigation
(1)
data efficiency
(1)
policy enforcement
(1)
agent system
(1)
data-efficient training
(1)
online subset selection
(1)
Papers
CEBC: Conformal Evidence-Bounded Control for Low-Hallucination Vision–Language Generation
ACL 2026
InfrastructureSentinel: Policy Enforced Guardrails for Secure MCP-driven Infrastructure Agents
AAAI 2026
SubLIME: Subset Selection via Rank Correlation Prediction for Data-Efficient LLM Evaluation
ACL 2025
TMCOSS: Thresholded Multi-Criteria Online Subset Selection for Data-Efficient Autonomous Driving
ICCV 2021
Subtle Topic Models and Discovering Subtly Manifested Software Concerns Automatically
ICML 2013