Ramya Raghavendra
4 papers · 2020–2025 · 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
(15)
👥
Mega-Team · Squad
Top co-authors
Research topics
Machine Learning
(3)
Artificial Intelligence
(2)
Core AI
(2)
Learning Types
(2)
Computer Science
(1)
Deep Learning
(1)
Knowledge & Reasoning
(1)
Natural Language Processing
(1)
Application Areas
(1)
Applications
(1)
Core Methods
(1)
Models
(1)
Optimization & Theory · Machine Learning
(1)
Optimization & Theory · Deep Learning
(1)
Reasoning
(1)
Keywords
explainable ai
(2)
model interpretability
(2)
feature attribution
(1)
data summarization
(1)
synthetic data
(1)
scaling law
(1)
model collapse
(1)
data mixture
(1)
causal analysis
(1)
open-source toolkit
(1)
pattern discovery
(1)
large language model
(1)
event data
(1)
natural web data
(1)
algorithm explanation
(1)
contraceptive discontinuation
(1)
causal effect estimation
(1)
algorithm transparency
(1)
empirical study
(1)
Papers
Demystifying Synthetic Data in LLM Pre-training: A Systematic Study of Scaling Laws, Benefits, and Pitfalls
EMNLP 2025
AI Explainability 360: Impact and Design
AAAI 2022
AI Explainability 360: An Extensible Toolkit for Understanding Data and Machine Learning Models
JMLR 2020
Decision Platform for Pattern Discovery and Causal Effect Estimation in Contraceptive Discontinuation
IJCAI 2020