Axel Munk
4 papers · 2017–2025 · 1 conference · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🏃 Academic Marathon (8) 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (7)
🗺️
Taxonomy Completionist
(16)
Conferences
JMLR (4)
Top co-authors
Keywords
optimal transport
(2)
change point detection
(1)
sparse recovery
(1)
minimax optimality
(1)
nonparametric regression
(1)
deviation bounds
(1)
sequential testing
(1)
entropic regularization
(1)
convergence rate
(1)
adaptive algorithm
(1)
high-dimensional datum
(1)
stationary datum
(1)
non-asymptotic bound
(1)
stationary process
(1)
optimistic search
(1)
large-scale datum
(1)
logarithmic search
(1)
kernel partial least square
(1)
long range dependence
(1)
probabilistic approximation
(1)
Papers
Unbalanced Kantorovich-Rubinstein distance, plan, and barycenter on nite spaces: A statistical perspective
JMLR 2025
Optimistic Search: Change Point Estimation for Large-scale Data via Adaptive Logarithmic Queries
JMLR 2024
Optimal Transport: Fast Probabilistic Approximation with Exact Solvers
JMLR 2019
Kernel Partial Least Squares for Stationary Data
JMLR 2017