Benjamin Haeffele
5 papers · 2014–2024 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird 🧭 Keyword Pioneer
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Conference Pioneer
Venues
Top co-authors
Research topics
Keywords
matrix factorization
(3)
dimensionality reduction
(1)
representation learning
(1)
vision transformer
(1)
non-convex optimization
(1)
video segmentation
(1)
low-rank matrix
(1)
image processing
(1)
dropout regularization
(1)
singular value thresholding
(1)
nuclear norm
(1)
low-rank optimization
(1)
low-rank regularizer
(1)
sparse rate reduction
(1)
token compression
(1)
low-rank regularization
(1)
hyperspectral imaging
(1)
tensor norm
(1)
schatten quasi-norm
(1)
compress and sparsify
(1)
Papers
Vertex Proportion Loss for Multi-Class Cell Detection from Label Proportions
MICCAI 2024
White-Box Transformers via Sparse Rate Reduction
NeurIPS 2023
A novel variational form of the Schatten-p quasi-norm
NeurIPS 2020
Dropout as a Low-Rank Regularizer for Matrix Factorization
AISTATS 2018
Structured Low-Rank Matrix Factorization: Optimality, Algorithm, and Applications to Image Processing
ICML 2014