Yossi Arjevani
12 papers · 2015–2022 · 5 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π§ Keyword Pioneer π Cross-Pollinator (7) πΊοΈ Taxonomy Completionist (17) π Interdisciplinary Bridge
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Conference Polyglot
(5)
π
Academic Marathon
(7)
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Keyword Champion
(2)
π
Century Club
(12)
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Trend Setter
Conferences
NIPS (7)
ICML (2)
ALT (1)
COLT (1)
JMLR (1)
Top co-authors
Keywords
convex optimization
(4)
lower bound
(3)
complexity bound
(2)
hessian spectrum
(2)
loss landscape
(2)
second-order method
(2)
finite sum optimization
(2)
iteration complexity
(2)
relu neural network
(2)
spurious minima
(2)
accelerated gradient descent
(2)
gradient descent
(2)
optimization landscape
(2)
strongly convex
(2)
oracle complexity
(2)
variance reduction
(1)
communication complexity
(1)
stochastic gradient
(1)
neural network optimization
(1)
distributed optimization
(1)
Papers
Annihilation of Spurious Minima in Two-Layer ReLU Networks
NIPS 2022
Analytic Study of Families of Spurious Minima in Two-Layer ReLU Neural Networks: A Tale of Symmetry II
NIPS 2021
IDEAL: Inexact DEcentralized Accelerated Augmented Lagrangian Method
NIPS 2020
A Tight Convergence Analysis for Stochastic Gradient Descent with Delayed Updates
ALT 2020
Analytic Characterization of the Hessian in Shallow ReLU Models: A Tale of Symmetry
NIPS 2020
Second-Order Information in Non-Convex Stochastic Optimization: Power and Limitations
COLT 2020
Limitations on Variance-Reduction and Acceleration Schemes for Finite Sums Optimization
NIPS 2017
Oracle Complexity of Second-Order Methods for Finite-Sum Problems
ICML 2017
On Lower and Upper Bounds in Smooth and Strongly Convex Optimization
JMLR 2016
Dimension-Free Iteration Complexity of Finite Sum Optimization Problems
NIPS 2016
On the Iteration Complexity of Oblivious First-Order Optimization Algorithms
ICML 2016
Communication Complexity of Distributed Convex Learning and Optimization
NIPS 2015