Peter Davies
5 papers · 2019–2021 · 4 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (4) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (15)
👑
Triple Crown
Conferences
NIPS (2)
AISTATS (1)
ICLR (1)
ICML (1)
Top co-authors
Keywords
stochastic gradient descent
(1)
spectral clustering
(1)
principal component analysis
(1)
communication complexity
(1)
distributed learning
(1)
decentralized optimization
(1)
distributed optimization
(1)
local updates
(1)
newton's method
(1)
stochastic block model
(1)
generalized linear model
(1)
distributed algorithm
(1)
preconditioned gradient descent
(1)
signed graph
(1)
asynchronous algorithm
(1)
eigenvector computation
(1)
social balance theory
(1)
riemannian gradient descent
(1)
quantized algorithm
(1)
generalized eigenproblem
(1)
Papers
Distributed Principal Component Analysis with Limited Communication
NIPS 2021
Asynchronous Decentralized SGD with Quantized and Local Updates
NIPS 2021
New Bounds For Distributed Mean Estimation and Variance Reduction
ICLR 2021
Communication-Efficient Distributed Optimization with Quantized Preconditioners
ICML 2021
SPONGE: A generalized eigenproblem for clustering signed networks
AISTATS 2019