Vijay Janapa Reddi
4 papers · 2021–2023 · 3 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (15) 🐣 Hot Topic Early Bird 👥 Mega-Team · Squad
🌈
Renaissance Researcher
(6)
Venues
Top co-authors
Research topics
Machine Learning
(4)
Application Areas
(3)
Artificial Intelligence
(2)
Learning Paradigms · Artificial Intelligence
(2)
Computer Science
(1)
Computer Vision
(1)
Data Science & Analytics
(1)
Security & Privacy
(1)
Speech & Audio
(1)
Analysis
(1)
Applications · Data Science & Analytics
(1)
Applications · Computer Science
(1)
Core Methods
(1)
Learning Paradigms · Machine Learning
(1)
Learning Types
(1)
Keywords
privacy-preserving machine learning
(1)
federated learning
(1)
image classification
(1)
few-shot learning
(1)
benchmark suite
(1)
transfer learning
(1)
model evaluation
(1)
keyword spotting
(1)
secure aggregation
(1)
data privacy
(1)
data quality
(1)
dataset bia
(1)
dataset benchmark
(1)
demographic fairness
(1)
data-centric ai
(1)
demographic bia
(1)
multilingual speech
(1)
embedding model
(1)
gradient inference attack
(1)
participant disaggregation
(1)
Papers
DataPerf: Benchmarks for Data-Centric AI Development
NeurIPS 2023
The Dollar Street Dataset: Images Representing the Geographic and Socioeconomic Diversity of the World
NeurIPS 2022
Few-Shot Keyword Spotting in Any Language
Interspeech 2021
Gradient Disaggregation: Breaking Privacy in Federated Learning by Reconstructing the User Participant Matrix
ICML 2021