Liang Lan
6 papers · 2012–2021 · 3 conferences · across top CS/AI conferences
Achievements
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🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (3) 🏃 Academic Marathon (9) 🐝 Cross-Pollinator (13)
🐝
Cross-Pollinator
(13)
🧭
Keyword Pioneer
🏆
Keyword Champion
(2)
🌱
Topic Pioneer
📈
Trend Setter
🚀
Conference Pioneer
Conferences
AAAI (4)
AISTATS (1)
JMLR (1)
Top co-authors
Keywords
linear svm
(2)
support vector machine
(2)
kernel support vector machine
(2)
model compression
(2)
kernel approximation
(1)
low-rank approximation
(1)
importance sampling
(1)
kernel matrix
(1)
scalable training
(1)
feature interaction
(1)
random projection
(1)
convolutional neural network
(1)
weight quantization
(1)
memory cost
(1)
factorization machine
(1)
binary neural network
(1)
interpretable prediction
(1)
low-rank linearization
(1)
binary embedding
(1)
hadamard transform
(1)
Papers
Compressing Deep Convolutional Neural Networks by Stacking Low-dimensional Binary Convolution Filters
AAAI 2021
Memory and Computation-Efficient Kernel SVM via Binary Embedding and Ternary Model Coefficients
AAAI 2021
Improved Subsampled Randomized Hadamard Transform for Linear SVM
AAAI 2020
Accurate and Interpretable Factorization Machines
AAAI 2019
BudgetedSVM: A Toolbox for Scalable SVM Approximations
JMLR 2013
Scaling up Kernel SVM on Limited Resources: A Low-rank Linearization Approach
AISTATS 2012