Gary Cheng
7 papers · 2020–2024 · 3 conferences · across top CS/AI conferences
Achievements
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Interdisciplinary Bridge
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Keyword Pioneer
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Conference Polyglot
(3)
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Cross-Pollinator
(10)
๐บ๏ธ
Taxonomy Completionist
(13)
Conferences
ICML (3)
AISTATS (2)
NIPS (2)
Top co-authors
Keywords
stochastic optimization
(2)
stochastic convex optimization
(2)
federated learning
(2)
convex optimization
(1)
sample complexity
(1)
distributed learning
(1)
model aggregation
(1)
adaptive sampling
(1)
asymptotic analysis
(1)
high-dimensional regression
(1)
linear regression
(1)
linear convergence
(1)
multi-armed bandit
(1)
convergence guarantee
(1)
convergence rate
(1)
lower bound
(1)
model-based optimization
(1)
directional derivative
(1)
instance-adaptive algorithm
(1)
heteroskedastic noise
(1)
Papers
Causal Inference out of Control: Estimating Performativity without Treatment Randomization
ICML 2024
Collaboratively Learning Linear Models with Structured Missing Data
NIPS 2023
Federated Asymptotics: a model to compare federated learning algorithms
AISTATS 2023
Private optimization in the interpolation regime: faster rates and hardness results
ICML 2022
Accelerated, Optimal and Parallel: Some results on model-based stochastic optimization
ICML 2022
Approximate Function Evaluation via Multi-Armed Bandits
AISTATS 2022
Minibatch Stochastic Approximate Proximal Point Methods
NIPS 2020