5 citations · 17 across the 10 of their papers we have counts for
4 papers · 1 filter
A Time-Inhomogeneous Markov Model for Resource Availability under Sparse Observations
Lukas Rottkamp, Matthias Schubert
Accurate spatio-temporal information about the current situation is crucial for smart city applications such as modern routing algorithms. Often, this information describes the sta…
Simplex Decomposition for Portfolio Allocation Constraints in Reinforcement Learning
David Winkel, Niklas Strauß, Matthias Schubert +1
Portfolio optimization tasks describe sequential decision problems in which the investor's wealth is distributed across a set of assets. Allocation constraints are used to enforce…
Efficient Parking Search using Shared Fleet Data
Niklas Strauß, Lukas Rottkamp, Sebatian Schmoll +1
Finding an available on-street parking spot is a relevant problem of day-to-day life. In recent years, cities such as Melbourne and San Francisco deployed sensors that provide real…
V-Coder: Adaptive AutoEncoder for Semantic Disclosure in Knowledge Graphs
Christian M. M. Frey, Matthias Schubert
Semantic Web or Knowledge Graphs (KG) emerged to one of the most important information source for intelligent systems requiring access to structured knowledge. One of the major cha…