Dehua Cheng
8 papers · 2015–2020 · 6 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (21) π Conference Polyglot Β· Silver
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Conference Pioneer
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Renaissance Researcher
(5)
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Trend Setter
Top co-authors
Research topics
Machine Learning
(6)
Mathematics & Optimization
(4)
Core Methods
(4)
Optimization
(3)
Application Areas
(2)
Bayesian & Probabilistic
(2)
Mathematics
(2)
Optimization & Theory
(2)
Artificial Intelligence
(1)
Computer Science
(1)
Data Science & Analytics
(1)
Deep Learning
(1)
Natural Language Processing
(1)
Architectures
(1)
Core AI
(1)
Keywords
tensor decomposition
(3)
feature interaction
(2)
topic model
(2)
online learning
(1)
knowledge transfer
(1)
graph connectivity
(1)
latent dirichlet allocation
(1)
laplacian matrix
(1)
hierarchical model
(1)
matrix completion
(1)
sparse matrix
(1)
low-rank tensor
(1)
spectral decomposition
(1)
random fields
(1)
variational inference
(1)
bayesian network
(1)
gaussian graphical model
(1)
randomized algorithm
(1)
spatio-temporal analysis
(1)
model selection
(1)
Papers
Feature Interaction Interpretability: A Case for Explaining Ad-Recommendation Systems via Neural Interaction Detection
ICLR 2020
Variational Training for Large-Scale Noisy-OR Bayesian Networks
UAI 2019
Detecting Statistical Interactions from Neural Network Weights
ICLR 2018
Matrix completability analysis via graph k-connectivity
AISTATS 2018
SPALS: Fast Alternating Least Squares via Implicit Leverage Scores Sampling
NeurIPS 2016
Accelerated Online Low Rank Tensor Learning for Multivariate Spatiotemporal Streams
ICML 2015
Efficient Sampling for Gaussian Graphical Models via Spectral Sparsification
COLT 2015
Model Selection for Topic Models via Spectral Decomposition
AISTATS 2015