Georgios Giannakis
8 papers · 2016–2023 · 2 conferences · across top CS/AI conferences
Achievements
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(5)
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Interdisciplinary Bridge
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Conferences
NIPS (7)
AISTATS (1)
Top co-authors
Keywords
gradient descent
(3)
communication efficiency
(2)
distributed learning
(2)
quadratic equation
(2)
phase retrieval
(2)
convex optimization
(1)
non-convex optimization
(1)
compressed sensing
(1)
random feature approximation
(1)
sharpness-aware minimization
(1)
markov decision process
(1)
online learning
(1)
truncated gradient
(1)
strongly convex
(1)
finite-time analysis
(1)
signal recovery
(1)
multi-kernel learning
(1)
function approximation
(1)
temporal difference learning
(1)
stochastic gradient
(1)
Papers
Enhancing Sharpness-Aware Optimization Through Variance Suppression
NIPS 2023
Heavy Ball Momentum for Conditional Gradient
NIPS 2021
Decentralized TD Tracking with Linear Function Approximation and its Finite-Time Analysis
NIPS 2020
Communication-Efficient Distributed Learning via Lazily Aggregated Quantized Gradients
NIPS 2019
Online Ensemble Multi-kernel Learning Adaptive to Non-stationary and Adversarial Environments
AISTATS 2018
LAG: Lazily Aggregated Gradient for Communication-Efficient Distributed Learning
NIPS 2018
Solving Most Systems of Random Quadratic Equations
NIPS 2017
Solving Random Systems of Quadratic Equations via Truncated Generalized Gradient Flow
NIPS 2016