Stacy Patterson
4 papers · 2021–2025 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(11)
Top co-authors
Research topics
Machine Learning
(4)
Application Areas
(3)
Artificial Intelligence
(2)
Learning Paradigms · Artificial Intelligence
(2)
Optimization & Theory · Machine Learning
(2)
Deep Learning
(1)
Mathematics & Optimization
(1)
Core AI
(1)
Core Methods
(1)
Learning Paradigms · Machine Learning
(1)
Optimization
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
vertical federated learning
(2)
communication efficiency
(2)
stochastic gradient descent
(1)
non-convex optimization
(1)
feature selection
(1)
convergence analysis
(1)
distributed learning
(1)
prompt learning
(1)
distributed optimization
(1)
communication compression
(1)
multimodal large language model
(1)
distributed system
(1)
prediction task
(1)
local sgd
(1)
message compression
(1)
federated learning
(1)
message quantization
(1)
differential privacy
(1)
Papers
Privacy-Preserving Personalized Federated Prompt Learning for Multimodal Large Language Models
ICLR 2025
LESS-VFL: Communication-Efficient Feature Selection for Vertical Federated Learning
ICML 2023
Compressed-VFL: Communication-Efficient Learning with Vertically Partitioned Data
ICML 2022
Multi-Level Local SGD: Distributed SGD for Heterogeneous Hierarchical Networks
ICLR 2021