Santosh S. Vempala
9 papers
· 2015–2025
· 4 conferences
· across top CS/AI conferences
Achievements
π§
Keyword Pioneer
π
Conference Polyglot
(4)
π
Academic Marathon
(10)
π
Interdisciplinary Bridge
π
Cross-Pollinator
(14)
πΊοΈ
Taxonomy Completionist
(15)
π§¬
Topic Evolution
β
The Questioner
Conferences
COLT (6)
AAAI (1)
ALT (1)
NIPS (1)
Top co-authors
Keywords
markov chain monte carlo
(3)
convex optimization
(2)
sample complexity
(1)
graph theory
(1)
mixing time
(1)
tensor decomposition
(1)
random walk
(1)
monte carlo method
(1)
stochastic process
(1)
riemannian manifold
(1)
independent component analysis
(1)
diffusion model
(1)
evaluation benchmark
(1)
dikin walk
(1)
matrix decomposition
(1)
sampling algorithm
(1)
convex function
(1)
interior point method
(1)
hamiltonian dynamics
(1)
unsupervised learning
(1)
Papers
Cortical Learning via Prediction
COLT 2015