Harsha Nori
5 papers · 2019–2024 · 4 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (11) π Conference Pioneer
π
Trend Setter
Venues
Top co-authors
Research topics
Artificial Intelligence
(3)
Machine Learning
(3)
Application Areas
(3)
Core AI
(3)
Security & Privacy
(2)
Core Methods
(2)
Differential Privacy
(2)
Deep Learning
(1)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Generation
(1)
Learning Types
(1)
Models
(1)
Optimization
(1)
Resources & Methods
(1)
Keywords
differential privacy
(5)
interpretable model
(2)
causal effect estimation
(1)
privacy preservation
(1)
synthetic data generation
(1)
machine learning
(1)
streaming algorithm
(1)
synthetic data
(1)
foundation model
(1)
privacy protection
(1)
local interpretability
(1)
heterogeneous treatment effect
(1)
conditional average treatment effect
(1)
large language model
(1)
explainable boosting machine
(1)
global interpretability
(1)
oblivious algorithm
(1)
trusted processor
(1)
private data analysis
(1)
algorithmic framework
(1)
Papers
Differentially Private Synthetic Data via Foundation Model APIs 1: Images
ICLR 2024
Differentially Private Synthetic Data via Foundation Model APIs 2: Text
ICML 2024
Differentially Private Estimation of Heterogeneous Causal Effects
CLeaR 2022
Accuracy, Interpretability, and Differential Privacy via Explainable Boosting
ICML 2021
An Algorithmic Framework For Differentially Private Data Analysis on Trusted Processors
NeurIPS 2019