William Stafford Noble
6 papers · 2007–2021 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Academic Marathon (14) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (13)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Cross-Pollinator
(13)
Conferences
ICML (2)
JMLR (2)
NIPS (2)
Top co-authors
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)
facility location
(1)
representative subset
(1)
string kernel
(1)
error rate control
(1)
adversarial clustering
(1)
marker gene
(1)
adaptive coding
(1)
fold recognition
(1)
Papers
DANCE: Enhancing saliency maps using decoys
ICML 2021
ACE: Explaining cluster from an adversarial perspective
ICML 2021
apricot: Submodular selection for data summarization in Python
JMLR 2020
DeepPINK: reproducible feature selection in deep neural networks
NIPS 2018
Submodular Maximization via Gradient Ascent: The Case of Deep Submodular Functions
NIPS 2018
Multi-class Protein Classification Using Adaptive Codes
JMLR 2007