Berivan Isik
8 papers
· 2022–2025
· 4 conferences
· across top CS/AI conferences
Achievements
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Interdisciplinary Bridge
π§
Keyword Pioneer
π
Conference Polyglot
(4)
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Cross-Pollinator
(11)
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Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(15)
Conferences
AISTATS (2)
ICLR (2)
ICML (2)
NIPS (2)
Top co-authors
Research topics
Keywords
communication efficiency
(2)
model compression
(2)
information theory
(2)
neural network compression
(1)
conformal prediction
(1)
convergence analysis
(1)
communication complexity
(1)
distributed learning
(1)
deep learning
(1)
neural network optimization
(1)
kullback-leibler divergence
(1)
side information
(1)
model pruning
(1)
communication compression
(1)
randomized sketching
(1)
communication overhead
(1)
overparameterized model
(1)
compression ratio
(1)
distributed mean estimation
(1)
rate-distortion theory
(1)