Ravi Tandon
5 papers · 2022–2026 · 4 venues · across top CS/AI venues
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Taxonomy Completionist
(13)
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The Questioner
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Research topics
Machine Learning
(5)
Artificial Intelligence
(3)
Core AI
(3)
Optimization & Theory
(3)
Application Areas
(2)
Computer Science
(1)
Data Science & Analytics
(1)
Security & Privacy
(1)
Applications · Data Science & Analytics
(1)
Applications · Computer Science
(1)
Core Methods
(1)
Differential Privacy
(1)
Learning Types
(1)
Keywords
differential privacy
(2)
uncertainty quantification
(1)
text representation
(1)
community detection
(1)
mutual information
(1)
stochastic block model
(1)
exact recovery
(1)
adversarial attack
(1)
greedy algorithm
(1)
privacy budget
(1)
model reliability
(1)
ensemble prediction
(1)
pac learnability
(1)
graph perturbation
(1)
large language model
(1)
outbreak detection
(1)
disagreement analysis
(1)
independent cascade
(1)
diagnostic analysis
(1)
multiple response
(1)
Papers
Information Theoretic Optimal Surveillance for Epidemic Prevalence in Networks
AAAI 2026
STAMP: Selective Task-Aware Mechanism for Text Privacy
EACL 2026
Can Multiple Responses from an LLM Reveal the Sources of Its Uncertainty?
EMNLP 2025
Trustworthy Actionable Perturbations
ICML 2024
Differentially Private Community Detection for Stochastic Block Models
ICML 2022