Osman Asif Malik
5 papers · 2018–2024 · 2 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Conference Polyglot (2) π Academic Marathon (6) π Cross-Pollinator (5) π Interdisciplinary Bridge
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Taxonomy Completionist
(10)
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Keyword Pioneer
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Keyword Champion
(3)
Conferences
NIPS (3)
ICML (2)
Top co-authors
Keywords
tensor decomposition
(5)
leverage score sampling
(3)
alternating least square
(3)
feature extraction
(2)
matrix sketching
(1)
random projection
(1)
tensor train decomposition
(1)
canonical form
(1)
least-square problem
(1)
sampling algorithm
(1)
worst-case guarantee
(1)
tucker decomposition
(1)
tensor sketch
(1)
cp decomposition
(1)
sketching algorithm
(1)
tensor ring
(1)
khatri-rao product
(1)
relative error bound
(1)
least-square regression
(1)
linear least square
(1)
Papers
Efficient Leverage Score Sampling for Tensor Train Decomposition
NIPS 2024
Fast Exact Leverage Score Sampling from Khatri-Rao Products with Applications to Tensor Decomposition
NIPS 2023
More Efficient Sampling for Tensor Decomposition With Worst-Case Guarantees
ICML 2022
A Sampling-Based Method for Tensor Ring Decomposition
ICML 2021
Low-Rank Tucker Decomposition of Large Tensors Using TensorSketch
NIPS 2018