Ryumei Nakada
4 papers · 2020–2024 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (10) π§ Keyword Pioneer π Conference Polyglot (3) π£ Hot Topic Early Bird
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Cross-Pollinator
(12)
Conferences
JMLR (2)
AISTATS (1)
NIPS (1)
Top co-authors
Keywords
representation learning
(2)
contrastive learning
(2)
self-supervised learning
(1)
multimodal learning
(1)
minimax optimality
(1)
parameter efficient
(1)
generalization error
(1)
singular value decomposition
(1)
intrinsic dimensionality
(1)
structured sparsity
(1)
approximation error
(1)
parameter-efficient fine-tuning
(1)
parameter efficient fine-tuning
(1)
inference scalability
(1)
downstream task
(1)
vision-language model
(1)
linear representation
(1)
unpaired datum
(1)
minkowski dimension
(1)
sparse fine-tuning
(1)
Papers
S$^{2}$FT: Efficient, Scalable and Generalizable LLM Fine-tuning by Structured Sparsity
NIPS 2024
Understanding Multimodal Contrastive Learning and Incorporating Unpaired Data
AISTATS 2023
The Power of Contrast for Feature Learning: A Theoretical Analysis
JMLR 2023
Adaptive Approximation and Generalization of Deep Neural Network with Intrinsic Dimensionality
JMLR 2020