Jianbo Chen
8 papers · 2017–2020 · 6 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (25) π£ Hot Topic Early Bird π Grand Slam
π
Keyword Champion
Top co-authors
Research topics
Machine Learning
(7)
Artificial Intelligence
(5)
Core AI
(5)
Core Methods
(5)
Deep Learning
(4)
Learning Types Β· Machine Learning
(3)
Mathematics & Optimization
(2)
Natural Language Processing
(2)
Applications
(2)
Learning Types Β· Deep Learning
(2)
Optimization & Theory
(2)
Computer Vision
(1)
Analysis
(1)
Architectures
(1)
Generation
(1)
Keywords
model interpretation
(3)
feature selection
(2)
adversarial example
(2)
feature attribution
(2)
natural language processing
(2)
dimension reduction
(1)
non-convex optimization
(1)
image segmentation
(1)
feature importance
(1)
finite-sum optimization
(1)
graph structure
(1)
model interpretability
(1)
variational approximation
(1)
mutual information
(1)
independence testing
(1)
variance reduction
(1)
text classification
(1)
adversarial attack
(1)
recurrent neural network
(1)
neural network training
(1)
Papers
Greedy Attack and Gumbel Attack: Generating Adversarial Examples for Discrete Data
JMLR 2020
LS-Tree: Model Interpretation When the Data Are Linguistic
AAAI 2020
ML-LOO: Detecting Adversarial Examples with Feature Attribution
AAAI 2020
L-Shapley and C-Shapley: Efficient Model Interpretation for Structured Data
ICLR 2019
Language-Based Image Editing With Recurrent Attentive Models
CVPR 2018
Learning to Explain: An Information-Theoretic Perspective on Model Interpretation
ICML 2018
Kernel Feature Selection via Conditional Covariance Minimization
NeurIPS 2017
Non-convex Finite-Sum Optimization Via SCSG Methods
NeurIPS 2017