Linjian Ma
4 papers · 2020–2022 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(16)
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Hot Topic Early Bird
Venues
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Research topics
Machine Learning
(3)
Deep Learning
(2)
Mathematics & Optimization
(2)
Mathematics
(2)
Optimization
(2)
Optimization & Theory · Deep Learning
(2)
Artificial Intelligence
(1)
Natural Language Processing
(1)
Application Areas
(1)
Core AI
(1)
Core Methods
(1)
Optimization & Theory · Machine Learning
(1)
Resources & Methods
(1)
Techniques
(1)
Keywords
tensor decomposition
(2)
dimensionality reduction
(1)
model quantization
(1)
stochastic gradient descent
(1)
bert compression
(1)
neural network optimization
(1)
low-rank approximation
(1)
kernel regression
(1)
hyperparameter tuning
(1)
matrix sketching
(1)
numerical linear algebra
(1)
randomized algorithm
(1)
model optimization
(1)
parameter compression
(1)
alternating least square
(1)
tucker decomposition
(1)
hessian analysis
(1)
tensor network
(1)
cp decomposition
(1)
ultra-low precision
(1)
Papers
Cost-efficient Gaussian tensor network embeddings for tensor-structured inputs
NeurIPS 2022
Fast and accurate randomized algorithms for low-rank tensor decompositions
NeurIPS 2021
Inefficiency of K-FAC for Large Batch Size Training
AAAI 2020
Q-BERT: Hessian Based Ultra Low Precision Quantization of BERT
AAAI 2020