Steffen Grünewälder
13 papers · 2008–2021 · 4 conferences · across top CS/AI conferences
Achievements
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🧭 Keyword Pioneer 🌈 Renaissance Researcher (5) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (17) 🌍 Conference Polyglot (4)
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Interdisciplinary Bridge
🗺️
Taxonomy Completionist
(17)
🧭
Keyword Pioneer
🌟
Keyword Trendsetter Combo
(3)
🏆
Keyword Champion
(2)
🧬
Topic Evolution
🌱
Topic Pioneer
💎
Century Club
(13)
📈
Trend Setter
🚀
Conference Pioneer
🗃️
Keyword Collector
(76)
Conferences
JMLR (5)
AISTATS (3)
NIPS (3)
ICML (2)
Top co-authors
Research topics
Keywords
kernel methods
(4)
multi-armed bandit
(4)
regret bound
(3)
convergence rate
(3)
stochastic optimization
(3)
gaussian process
(2)
online learning
(2)
spike counts
(2)
copula model
(2)
optimistic planning
(2)
conditional expectation
(2)
robot navigation
(1)
maximum likelihood
(1)
hilbert space
(1)
markov decision process
(1)
probabilistic modeling
(1)
reinforcement learning
(1)
neural coding
(1)
value function approximation
(1)
bayesian inference
(1)
Papers
Oblivious Data for Fairness with Kernels
JMLR 2021
Recovering Bandits
NIPS 2019
Approximations of the Restless Bandit Problem
JMLR 2019
Ivanov-Regularised Least-Squares Estimators over Large RKHSs and Their Interpolation Spaces
JMLR 2019
Bandits with Delayed, Aggregated Anonymous Feedback
ICML 2018
Compact Convex Projections
JMLR 2018
Plug-in Estimators for Conditional Expectations and Probabilities
AISTATS 2018
Optimistic Planning for the Stochastic Knapsack Problem
AISTATS 2017
Smooth Operators
ICML 2013
Construction of Approximation Spaces for Reinforcement Learning
JMLR 2013
Regret Bounds for Gaussian Process Bandit Problems
AISTATS 2010
Correlation Coefficients are Insufficient for Analyzing Spike Count Dependencies
NIPS 2009
Modeling Short-term Noise Dependence of Spike Counts in Macaque Prefrontal Cortex
NIPS 2008