Lewis Liu
4 papers · 2021–2021 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (13) π§ Keyword Pioneer
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Hot Topic Early Bird
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Cross-Pollinator
(13)
Conferences
ICML (2)
AAAI (1)
AISTATS (1)
Top co-authors
Keywords
stochastic gradient descent
(1)
continuous optimization
(1)
nash equilibrium
(1)
strongly convex
(1)
hessian approximation
(1)
convergence rate
(1)
quasi-newton method
(1)
zero-sum game
(1)
wasserstein space
(1)
model convergence
(1)
recommender system
(1)
frank-wolfe algorithm
(1)
click-through rate
(1)
asynchronous stochastic gradient descent
(1)
line search
(1)
adaptive optimizer
(1)
click-through rate prediction
(1)
affine invariant
(1)
affine invariance
(1)
variational transport
(1)
Papers
Asynchronous Stochastic Gradient Descent for Extreme-Scale Recommender Systems
AAAI 2021
Generalization of Quasi-Newton Methods: Application to Robust Symmetric Multisecant Updates
AISTATS 2021
Affine Invariant Analysis of Frank-Wolfe on Strongly Convex Sets
ICML 2021
Infinite-Dimensional Optimization for Zero-Sum Games via Variational Transport
ICML 2021