Phillip B. Gibbons
5 papers · 2013–2025 · 5 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (12) π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (5) π Academic Marathon (12)
π£
Hot Topic Early Bird
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Cross-Pollinator
(9)
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Renaissance Researcher
(5)
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Trend Setter
Conferences
AAAI (1)
AISTATS (1)
NIPS (1)
NSDI (1)
OSDI (1)
Top co-authors
Keywords
distributed learning
(3)
synchronous parallel
(2)
stochastic gradient descent
(1)
object detection
(1)
hierarchical clustering
(1)
parallel computing
(1)
communication efficiency
(1)
query optimization
(1)
distributed machine learning
(1)
parameter server
(1)
convolutional neural network
(1)
memory efficiency
(1)
memory optimization
(1)
model offloading
(1)
parallel computation
(1)
language model fine-tuning
(1)
low latency
(1)
video query
(1)
cost-latency tradeoff
(1)
machine learning system
(1)
Papers
Practical Offloading for Fine-Tuning LLM on Commodity GPU via Learned Sparse Projectors
AAAI 2025
Federated Learning under Distributed Concept Drift
AISTATS 2023
Focus: Querying Large Video Datasets with Low Latency and Low Cost
OSDI 2018
Gaia: Geo-Distributed Machine Learning Approaching LAN Speeds
NSDI 2017
More Effective Distributed ML via a Stale Synchronous Parallel Parameter Server
NIPS 2013