Deepesh Data
7 papers
· 2019–2023
· 4 conferences
· across top CS/AI conferences
Achievements
π
Conference Polyglot
(4)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(17)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Cross-Pollinator
(15)
Conferences
NIPS (3)
AISTATS (2)
ICLR (1)
ICML (1)
Top co-authors
Keywords
federated learning
(4)
stochastic gradient descent
(3)
distributed optimization
(3)
differential privacy
(2)
distributed learning
(2)
communication efficiency
(2)
gradient compression
(1)
personalized model
(1)
distributed stochastic gradient descent
(1)
client-server architecture
(1)
privacy amplification
(1)
renyi differential privacy
(1)
error compensation
(1)
gradient quantization
(1)
robust mean estimation
(1)
shuffle model
(1)
local computation
(1)
byzantine resilience
(1)
gradient sparsification
(1)
local iteration
(1)
Papers
Flexible Accuracy for Differential Privacy
AISTATS 2022