Matus J. Telgarsky
8 papers · 2011–2023 · 1 venue · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (19) π Interdisciplinary Bridge Β· Bronze π Academic Marathon Β· Half π£ Hot Topic Early Bird π Keyword Champion
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Venues
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Keywords
neural network
(2)
relu network
(2)
logistic loss
(2)
representation learning
(1)
cluster analysis
(1)
statistical learning theory
(1)
binary classification
(1)
clustering analysis
(1)
communication complexity
(1)
adaptive learning
(1)
deep learning
(1)
efficient computing
(1)
computational efficiency
(1)
empirical risk minimization
(1)
deviation bounds
(1)
gradient descent
(1)
cluster structure
(1)
spectral norm
(1)
early stopping
(1)
k-means clustering
(1)
Papers
Representational Strengths and Limitations of Transformers
NeurIPS 2023
Early-stopped neural networks are consistent
NeurIPS 2021
Directional convergence and alignment in deep learning
NeurIPS 2020
Size-Noise Tradeoffs in Generative Networks
NeurIPS 2018
Spectrally-normalized margin bounds for neural networks
NeurIPS 2017
Scalable Non-linear Learning with Adaptive Polynomial Expansions
NeurIPS 2014
Moment-based Uniform Deviation Bounds for k-means and Friends
NeurIPS 2013
The Fast Convergence of Boosting
NeurIPS 2011