Mayukh Das
4 papers · 2019–2024 · 4 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (13) π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π Academic Marathon (5)
π
Cross-Pollinator
(13)
π
Renaissance Researcher
(6)
π
Conference Pioneer
Conferences
AAAI (1)
COLING (1)
NSDI (1)
PGM (1)
Top co-authors
Keywords
reinforcement learning
(1)
performance optimization
(1)
sentiment analysis
(1)
structure learning
(1)
natural language generation
(1)
text generation
(1)
bias detection
(1)
gradient boosting
(1)
approximate counting
(1)
non-parametric learning
(1)
statistical relational learning
(1)
arithmetic circuit
(1)
configuration tuning
(1)
post-deployment tuning
(1)
microservice application
(1)
discriminative model
(1)
sum-product network
(1)
weighted model counting
(1)
relational probabilistic inference
(1)
decoding algorithm
(1)
Papers
OPPerTune: Post-Deployment Configuration Tuning of Services Made Easy
NSDI 2024
Quantifying Bias from Decoding Techniques in Natural Language Generation
COLING 2022
Discriminative Non-Parametric Learning of Arithmetic Circuits
PGM 2020
Fast Relational Probabilistic Inference and Learning: Approximate Counting via Hypergraphs
AAAI 2019