James L Sharpnack
4 papers · 2013–2019 · 1 conference · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird πΊοΈ Taxonomy Completionist (17) π Interdisciplinary Bridge π§ Keyword Pioneer π Academic Marathon (6)
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Cross-Pollinator
(11)
π±
Topic Pioneer
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Trend Setter
Conferences
NIPS (4)
Top co-authors
Keywords
submodular optimization
(1)
stochastic gradient descent
(1)
anomaly detection
(1)
change detection
(1)
graph anomaly detection
(1)
nonparametric statistics
(1)
nonparametric estimation
(1)
parameter sharing
(1)
minimax theory
(1)
total variation
(1)
changepoint detection
(1)
scan statistic
(1)
graph signal processing
(1)
generalized likelihood ratio
(1)
graph structured data
(1)
electrical network theory
(1)
fused lasso
(1)
markov random field
(1)
likelihood ratio test
(1)
trend filtering
(1)
Papers
Stochastic Shared Embeddings: Data-driven Regularization of Embedding Layers
NIPS 2019
Higher-Order Total Variation Classes on Grids: Minimax Theory and Trend Filtering Methods
NIPS 2017
A Sharp Error Analysis for the Fused Lasso, with Application to Approximate Changepoint Screening
NIPS 2017
Near-optimal Anomaly Detection in Graphs using Lovasz Extended Scan Statistic
NIPS 2013