Dehua Cheng
8 papers · 2015–2020 · 6 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (6) π Academic Marathon (5)
π
Cross-Pollinator
(14)
π
Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(18)
π
Conference Pioneer
π
Trend Setter
Conferences
AISTATS (2)
ICLR (2)
COLT (1)
ICML (1)
NIPS (1)
UAI (1)
Top co-authors
Keywords
tensor decomposition
(3)
topic model
(2)
online learning
(1)
variational inference
(1)
latent dirichlet allocation
(1)
hierarchical model
(1)
matrix completion
(1)
sparse matrix
(1)
low-rank tensor
(1)
graph connectivity
(1)
spectral decomposition
(1)
bayesian network
(1)
randomized algorithm
(1)
leverage score
(1)
alternating least square
(1)
sampling algorithm
(1)
statistical bound
(1)
cp decomposition
(1)
noisy-or model
(1)
spatiotemporal analysis
(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
NIPS 2016
Efficient Sampling for Gaussian Graphical Models via Spectral Sparsification
COLT 2015
Accelerated Online Low Rank Tensor Learning for Multivariate Spatiotemporal Streams
ICML 2015
Model Selection for Topic Models via Spectral Decomposition
AISTATS 2015