Wenpeng Zhang
6 papers · 2017–2023 · 4 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Bronze π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint πΊοΈ Taxonomy Completionist (15) π£ Hot Topic Early Bird
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Grand Slam
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Trend Setter
Venues
Top co-authors
Research topics
Keywords
regret bound
(3)
online convex optimization
(2)
gradient descent
(2)
distributed learning
(1)
weight update
(1)
distributed training
(1)
online mirror descent
(1)
asynchronous optimization
(1)
projection-free optimization
(1)
multi-objective optimization
(1)
conditional gradient
(1)
deep neural network
(1)
memory efficiency
(1)
propensity score
(1)
pipeline parallelism
(1)
treatment effect
(1)
doubly robust estimator
(1)
observational data
(1)
pareto optimal
(1)
decentralized online learning
(1)
Papers
Multi-Objective Online Learning
ICLR 2023
Group-based Interleaved Pipeline Parallelism for Large-scale DNN Training
ICLR 2022
Imbalance-Aware Uplift Modeling for Observational Data
AAAI 2022
On the Convergence of Stochastic Multi-Objective Gradient Manipulation and Beyond
NeurIPS 2022
Asynchronous Decentralized Online Learning
NeurIPS 2021
Projection-free Distributed Online Learning in Networks
ICML 2017