Mayukh Das
4 papers · 2019–2024 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(13)
🚀
Conference Pioneer
Venues
Top co-authors
Research topics
Machine Learning
(4)
Artificial Intelligence
(2)
Bayesian & Probabilistic · Artificial Intelligence
(2)
Bayesian & Probabilistic · Machine Learning
(2)
Core Methods
(2)
Optimization & Theory
(2)
Computer Science
(1)
Deep Learning
(1)
Natural Language Processing
(1)
Reinforcement Learning
(1)
Application Areas
(1)
Foundations
(1)
Generation
(1)
Learning Paradigms
(1)
Learning Types
(1)
Keywords
reinforcement learning
(1)
performance optimization
(1)
sentiment analysis
(1)
structure learning
(1)
natural language generation
(1)
text generation
(1)
bias detection
(1)
nonparametric learning
(1)
discriminative learning
(1)
gradient boosting
(1)
approximate counting
(1)
statistical relational learning
(1)
probabilistic model
(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)
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