Constantine Caramanis
55 papers
· 2008–2025
· 8 conferences
· across top CS/AI conferences
Achievements
π£
Hot Topic Early Bird
π
Academic Marathon
(17)
π
Conference Polyglot
(8)
π
Renaissance Researcher
(8)
π
Interdisciplinary Bridge
π
Cross-Pollinator
(9)
πΊοΈ
Taxonomy Completionist
(17)
π§
Keyword Pioneer
π
Conference Loyalist
(23)
π
Keyword Trendsetter Combo
(3)
π€
Dynamic Duo
(13)
π
Keyword Champion
(3)
π
Grand Slam
π¬
Deep Specialist
(21)
ποΈ
Keyword Collector
(62)
π₯
Unstoppable
(7)
π
Trend Setter
π
Conference Pioneer
β‘
Prolific Year
(6)
π
Century Club
(55)
Conferences
NIPS (23)
ICML (13)
AISTATS (7)
COLT (5)
ICLR (3)
JMLR (2)
AAAI (1)
CVPR (1)
Top co-authors
Keywords
sample complexity
(7)
multi-armed bandit
(7)
regret bound
(6)
contextual bandit
(4)
convergence rate
(4)
expectation maximization
(4)
sparse regression
(4)
non-convex optimization
(4)
convex optimization
(4)
minimax optimality
(4)
combinatorial optimization
(3)
stochastic optimization
(3)
reinforcement learning
(3)
robust optimization
(3)
parameter estimation
(3)
dimensionality reduction
(3)
statistical learning
(3)
upper confidence bound
(3)
computational complexity
(2)
stochastic gradient descent
(2)
Papers
Contextual Pandoraβs Box
AAAI 2024
Contextual Blocking Bandits
AISTATS 2021
High Dimensional Robust Sparse Regression
AISTATS 2020
Greedy Subspace Clustering
NIPS 2014
Memory Limited, Streaming PCA
NIPS 2013
Statistical Optimization in High Dimensions
AISTATS 2012
Robust PCA via Outlier Pursuit
NIPS 2010
Robust Regression and Lasso
NIPS 2008