James Sharpnack
16 papers
· 2010–2024
· 6 conferences
· across top CS/AI conferences
Achievements
π£
Hot Topic Early Bird
π§
Keyword Pioneer
π
Cross-Pollinator
(4)
π
Renaissance Researcher
(7)
πΊοΈ
Taxonomy Completionist
(33)
π
Interdisciplinary Bridge
π
Conference Polyglot
(6)
π
Academic Marathon
(14)
π
Century Club
(16)
ποΈ
Keyword Collector
(96)
π
Trend Setter
π₯
Unstoppable
(5)
Conferences
AISTATS (8)
ICML (2)
JMLR (2)
NIPS (2)
COLT (1)
EMNLP (1)
Top co-authors
Keywords
graph signal processing
(3)
contextual bandit
(3)
trend filtering
(2)
regret bound
(2)
local adaptivity
(2)
signal recovery
(2)
fused lasso
(2)
graph laplacian
(1)
variable selection
(1)
contrastive learning
(1)
graph theory
(1)
collaborative filtering
(1)
data augmentation
(1)
sparse estimation
(1)
matrix factorization
(1)
convex optimization
(1)
adversarial robustness
(1)
gaussian process
(1)
network analysis
(1)
ising model
(1)
Papers
An Unsupervised Hunt for Gravitational Lenses
AISTATS 2022
Trend Filtering on Graphs
JMLR 2016
Trend Filtering on Graphs
AISTATS 2015
Sparsistency of the Edge Lasso over Graphs
AISTATS 2012