Steffen Grünewälder
13 papers · 2008–2021 · 4 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (35) 🏃 Academic Marathon · Half 🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Gold 🐣 Hot Topic Early Bird
🌱
Topic Pioneer
🌟
Keyword Trendsetter Combo
(4)
🧭
Keyword Pioneer
🏆
Keyword Champion
(2)
📈
Trend Setter
🚀
Conference Pioneer
🌈
Renaissance Researcher
(5)
💎
Century Club · Bronze
🗃️
Keyword Collector
(79)
Venues
Top co-authors
Research topics
Machine Learning
(13)
Optimization & Theory
(9)
Mathematics & Optimization
(8)
Core Methods
(7)
Artificial Intelligence
(5)
Mathematics
(5)
Bayesian & Probabilistic · Machine Learning
(4)
Learning Types
(4)
Optimization
(4)
Bayesian & Probabilistic · Artificial Intelligence
(3)
Core AI
(3)
Interdisciplinary
(2)
Cognitive Science
(2)
Probability
(2)
Science
(2)
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
Approximations of the Restless Bandit Problem
JMLR 2019
Ivanov-Regularised Least-Squares Estimators over Large RKHSs and Their Interpolation Spaces
JMLR 2019
Recovering Bandits
NeurIPS 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
Construction of Approximation Spaces for Reinforcement Learning
JMLR 2013
Smooth Operators
ICML 2013
Regret Bounds for Gaussian Process Bandit Problems
AISTATS 2010
Correlation Coefficients are Insufficient for Analyzing Spike Count Dependencies
NeurIPS 2009
Modeling Short-term Noise Dependence of Spike Counts in Macaque Prefrontal Cortex
NeurIPS 2008