Saikat Dutta
4 papers · 2023–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Taxonomy Completionist
(11)
Top co-authors
Research topics
Keywords
representation learning
(1)
domain generalization
(1)
category discovery
(1)
probabilistic computation
(1)
static analysis
(1)
execution time
(1)
inference algorithm
(1)
neuro-symbolic learning
(1)
probabilistic program
(1)
noise model
(1)
gradient propagation
(1)
neuro-symbolic approach
(1)
security vulnerability
(1)
task arithmetic
(1)
episodic training
(1)
open-set domain adaptation
(1)
posterior prediction
(1)
robustness transformation
(1)
taint specification
(1)
whole-repository analysis
(1)
Papers
DOLPHIN: A Programmable Framework for Scalable Neurosymbolic Learning
ICML 2025
IRIS: LLM-Assisted Static Analysis for Detecting Security Vulnerabilities
ICLR 2025
When Domain Generalization meets Generalized Category Discovery: An Adaptive Task-Arithmetic Driven Approach
CVPR 2025
ASTRA: Understanding the practical impact of robustness for probabilistic programs
UAI 2023