William Stafford Noble
6 papers · 2007–2021 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Half
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(16)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Machine Learning
(5)
Core Methods
(3)
Artificial Intelligence
(2)
Mathematics & Optimization
(2)
Application Areas
(2)
Core AI
(2)
Learning Types · Machine Learning
(2)
Optimization
(2)
Computer Science
(1)
Deep Learning
(1)
Applications
(1)
Architectures
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory
(1)
Keywords
submodular optimization
(1)
feature selection
(1)
feature attribution
(1)
multi-class classification
(1)
saliency map
(1)
protein classification
(1)
greedy selection
(1)
data summarization
(1)
deep neural network
(1)
adversarial perturbation
(1)
latent space
(1)
single-cell rna-seq
(1)
submodular function
(1)
gradient ascent
(1)
matroid constraint
(1)
facility location
(1)
representative subset
(1)
string kernel
(1)
error rate control
(1)
adversarial clustering
(1)
Papers
ACE: Explaining cluster from an adversarial perspective
ICML 2021
DANCE: Enhancing saliency maps using decoys
ICML 2021
apricot: Submodular selection for data summarization in Python
JMLR 2020
DeepPINK: reproducible feature selection in deep neural networks
NeurIPS 2018
Submodular Maximization via Gradient Ascent: The Case of Deep Submodular Functions
NeurIPS 2018
Multi-class Protein Classification Using Adaptive Codes
JMLR 2007