Cedric Renggli
5 papers · 2018–2022 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (14) 🐣 Hot Topic Early Bird 🔥 Unstoppable · Bronze
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The Questioner
Venues
Top co-authors
Research topics
Machine Learning
(5)
Deep Learning
(3)
Optimization & Theory · Machine Learning
(3)
Artificial Intelligence
(2)
Core Methods
(2)
Learning Paradigms
(2)
Computer Vision
(1)
Mathematics & Optimization
(1)
Analysis
(1)
Learning Types · Deep Learning
(1)
Learning Types · Machine Learning
(1)
Optimization
(1)
Optimization & Theory · Deep Learning
(1)
Techniques
(1)
Keywords
distributed learning
(2)
transfer learning
(2)
convergence analysis
(2)
few-shot learning
(1)
model selection
(1)
non-convex optimization
(1)
feature transformation
(1)
model adaptation
(1)
nonparametric learning
(1)
curse of dimensionality
(1)
distributed training
(1)
nearest neighbor classifier
(1)
parameter server
(1)
k-nearest neighbor
(1)
convergence rate
(1)
pre-trained model
(1)
downstream task
(1)
linear evaluation
(1)
unreliable network
(1)
random topology
(1)
Papers
Which Model To Transfer? Finding the Needle in the Growing Haystack
CVPR 2022
Scalable Transfer Learning with Expert Models
ICLR 2021
On Convergence of Nearest Neighbor Classifiers over Feature Transformations
NeurIPS 2020
Distributed Learning over Unreliable Networks
ICML 2019
The Convergence of Sparsified Gradient Methods
NeurIPS 2018