Prathamesh Mayekar
4 papers · 2020–2023 · 3 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge π§ Keyword Pioneer πΊοΈ Taxonomy Completionist (11) π Conference Polyglot (3)
π
Cross-Pollinator
(12)
β
The Questioner
Conferences
AISTATS (2)
ICML (1)
NIPS (1)
Top co-authors
Keywords
gradient quantization
(2)
stochastic optimization
(2)
communication efficiency
(2)
convex optimization
(1)
side information
(1)
gaussian noise
(1)
local privacy
(1)
multi-armed bandit
(1)
upper confidence bound
(1)
regret bound
(1)
distributed mean estimation
(1)
information-theoretic lower bound
(1)
stochastic method
(1)
communication constraint
(1)
hadamard transform
(1)
adaptive processing
(1)
wyner-ziv estimator
(1)
information theory
(1)
gain-shape quantization
(1)
federated learning
(1)
Papers
Communication-Constrained Bandits under Additive Gaussian Noise
ICML 2023
Information-constrained optimization: can adaptive processing of gradients help?
NIPS 2021
Wyner-Ziv Estimators: Efficient Distributed Mean Estimation with Side-Information
AISTATS 2021
RATQ: A Universal Fixed-Length Quantizer for Stochastic Optimization
AISTATS 2020