Yilan Chen
5 papers · 2020–2024 · 3 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Conference Polyglot (3) π Cross-Pollinator (13) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (18)
π
Trend Setter
Conferences
NIPS (3)
CVPR (1)
ICML (1)
Top co-authors
Keywords
deep neural network
(2)
neural network
(2)
knowledge distillation
(1)
neural architecture search
(1)
neural network interpretability
(1)
theoretical analysis
(1)
feature representation
(1)
kernel regression
(1)
linear regression
(1)
kernel ridge regression
(1)
feature mapping
(1)
visual concept
(1)
support vector machine
(1)
generalization bound
(1)
gradient flow
(1)
dataset distillation
(1)
analytical solution
(1)
robustness certificate
(1)
infinite-width neural network
(1)
kernel methods
(1)
Papers
Provable and Efficient Dataset Distillation for Kernel Ridge Regression
NIPS 2024
On the Emergence of Cross-Task Linearity in Pretraining-Finetuning Paradigm
ICML 2024
Analyzing Generalization of Neural Networks through Loss Path Kernels
NIPS 2023
On the Equivalence between Neural Network and Support Vector Machine
NIPS 2021
Explaining Knowledge Distillation by Quantifying the Knowledge
CVPR 2020