Vijay Janapa Reddi
4 papers · 2021–2023 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (3) πΊοΈ Taxonomy Completionist (16)
π
Cross-Pollinator
(14)
π
Renaissance Researcher
(7)
π₯
Mega-Team
(47)
Conferences
NIPS (2)
ICML (1)
INTERSPEECH (1)
Top co-authors
Research topics
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
NIPS 2023
The Dollar Street Dataset: Images Representing the Geographic and Socioeconomic Diversity of the World
NIPS 2022
Gradient Disaggregation: Breaking Privacy in Federated Learning by Reconstructing the User Participant Matrix
ICML 2021
Few-Shot Keyword Spotting in Any Language
INTERSPEECH 2021