Rainer Schlosser

Publication Activity (10 Years)

Years Active: 2013-2023
Publications (10 Years): 56

Top Topics

Dynamic Pricing

Index Selection

Reinforcement Learning

Top Venues

ICORES (Selected Papers)

Publications

Rainer Schlosser
Dynamic Pricing under Competition: Challenges and Opportunities. ICORES (2023)
Rainer Schlosser, Jochen Gönsch
Risk-averse dynamic pricing using mean-semivariance optimization. Eur. J. Oper. Res. 310 (3) (2023)
Kenneth Schröder, Alexander Kastius, Rainer Schlosser
Welcome to the Jungle: A Conceptual Comparison of Reinforcement Learning Algorithms. ICORES (2023)
Paul Mattes, Rainer Schlosser, Ralf Herbrich
Hieros: Hierarchical Imagination on Structured State Space Sequence World Models. CoRR (2023)
Kenneth Schröder, Alexander Kastius, Rainer Schlosser
Reinforcement Learning Algorithms: Categorization and Structural Properties. ICORES (Selected Papers) (2023)
Rainer Schlosser, Marcel Weisgut, Leonardo Hübscher, Oliver Nordemann
Robust Index Selection for Stochastic Dynamic Workloads. SN Comput. Sci. 4 (1) (2023)
Johannes Huegle, Christopher Hagedorn, Rainer Schlosser
A KNN-Based Non-Parametric Conditional Independence Test for Mixed Data and Application in Causal Discovery. ECML/PKDD (1) (2023)
Marcel Weisgut, Leonardo Hübscher, Oliver Nordemann, Rainer Schlosser
Solver-based Approaches for Robust Multi-index Selection Problems with Stochastic Workloads and Reconfiguration Costs. ICORES (2022)
Christopher Hagedorn, Constantin Lange, Johannes Huegle, Rainer Schlosser
GPU Acceleration for Information-theoretic Constraint-based Causal Discovery. CD@KDD (2022)
Jan Kossmann, Alexander Kastius, Rainer Schlosser
SWIRL: Selection of Workload-aware Indexes using Reinforcement Learning. EDBT (2022)
Keven Richly, Rainer Schlosser, Martin Boissier
Budget-Conscious Fine-Grained Configuration Optimization for Spatio-Temporal Applications. Proc. VLDB Endow. 15 (13) (2022)
Michael Perscheid, Hasso Plattner, Daniel Ritter, Rainer Schlosser, Ralf Teusner
Enterprise Platform and Integration Concepts Research at HPI. SIGMOD Rec. 51 (4) (2022)
Christopher Hagedorn, Johannes Huegle, Rainer Schlosser
Understanding unforeseen production downtimes in manufacturing processes using log data-driven causal reasoning. J. Intell. Manuf. 33 (7) (2022)
Rainer Schlosser, Jan Westphal, Mats Pörschke, Tobias Maltenberger, Youri Kaminsky
Self-Adaptive Agents in a Dynamic Pricing Duopoly: Competition, Collusion, and Risk Considerations. SN Comput. Sci. 3 (3) (2022)
Michael Perscheid, Hasso Plattner, Daniel Ritter, Rainer Schlosser, Ralf Teusner
Das Fachgebiet "Enterprise Platform and Integration Concepts" am Hasso-Plattner-Institut. Datenbank-Spektrum 22 (2) (2022)
Tom Braun, Ben Hurdelhey, Dominik Meier, Petr Tsayun, Christopher Hagedorn, Johannes Huegle, Rainer Schlosser
GPUCSL: GPU-Based Library for Causal Structure Learning. ICDM (Workshops) (2022)
Régis Y. Chenavaz, Walid Klibi, Rainer Schlosser
Dynamic pricing with reference price effects in integrated online and offline retailing. Int. J. Prod. Res. 60 (19) (2022)
Keven Richly, Rainer Schlosser, Janos Brauer
Enabling Risk-Averse Dispatch Processes for Transportation Network Companies by Probabilistic Location Prediction. ICORES (Selected Papers) (2021)
Rainer Schlosser, Stefan Halfpap
Robust and Memory-Efficient Database Fragment Allocation for Large and Uncertain Database Workloads. EDBT (2021)
Rainer Schlosser, Alexander Kastius
Stochastic Dynamic Pricing Under Duopoly Competition with Mutual Strategy Adjustments. OR (2021)
Youri Kaminsky, Tobias Maltenberger, Mats Pörschke, Jan Westphal, Rainer Schlosser
Pricing Competition in a Duopoly with Self-adapting Strategies. ICORES (2021)
Alexander Kastius, Rainer Schlosser
Towards Transfer Learning for Revenue and Pricing Management. OR (2021)
Stefan Halfpap, Rainer Schlosser
Memory-Efficient Database Fragment Allocation for Robust Load Balancing when Nodes Fail. ICDE (2021)
Keven Richly, Rainer Schlosser, Martin Boissier
Joint Index, Sorting, and Compression Optimization for Memory-Efficient Spatio-Temporal Data Management. ICDE (2021)
Keven Richly, Rainer Schlosser, Janos Brauer, Hasso Plattner
A Probabilistic Location Prediction Approach to Optimize Dispatch Processes in the Ride-Hailing Industry. HICSS (2021)
Jan Kossmann, Stefan Halfpap, Marcel Jankrift, Rainer Schlosser
Magic mirror in my hand, which is the best in the land? An Experimental Evaluation of Index Selection Algorithms. Proc. VLDB Endow. 13 (11) (2020)
Jan Kossmann, Rainer Schlosser
Self-driving database systems: a conceptual approach. Distributed Parallel Databases 38 (4) (2020)
Rainer Schlosser, Stefan Halfpap
A Decomposition Approach for Risk-Averse Index Selection. SSDBM (2020)
Stefan Halfpap, Rainer Schlosser
Exploration of Dynamic Query-Based Load Balancing for Partially Replicated Database Systems with Node Failures. CIKM (2020)
Rainer Schlosser
Risk-sensitive control of Markov decision processes: A moment-based approach with target distributions. Comput. Oper. Res. 123 (2020)
Keven Richly, Janos Brauer, Rainer Schlosser
Predicting Location Probabilities of Drivers to Improve Dispatch Decisions of Transportation Network Companies based on Trajectory Data. ICORES (2020)
Jan Kossmann, Rainer Schlosser
A Framework for Self-Managing Database Systems. ICDE Workshops (2019)
Rainer Schlosser
Stochastic Dynamic Pricing with Waiting and Forward-Looking Consumers. ICORES (Selected Papers) (2019)
Rainer Schlosser, Carsten Walther, Martin Boissier, Matthias Uflacker
Automated repricing and ordering strategies in competitive markets. AI Commun. 32 (1) (2019)
Stefan Halfpap, Rainer Schlosser
A Comparison of Allocation Algorithms for Partially Replicated Databases. ICDE (2019)
Rainer Schlosser
Stochastic Dynamic Pricing with Strategic Customers and Reference Price Effects. ICORES (2019)
Rainer Schlosser, Jan Kossmann, Martin Boissier
Efficient Scalable Multi-attribute Index Selection Using Recursive Strategies. ICDE (2019)
Stefan Halfpap, Rainer Schlosser
Workload-Driven Fragment Allocation for Partially Replicated Databases Using Linear Programming. ICDE (2019)
Rainer Schlosser, Martin Boissier
Dealing with the dimensionality curse in dynamic pricing competition: Using frequent repricing to compensate imperfect market anticipations. Comput. Oper. Res. 100 (2018)
Rainer Schlosser, Keven Richly
Dynamic Pricing Competition with Unobservable Inventory Levels: A Hidden Markov Model Approach. ICORES (Selected Papers) (2018)
Rainer Schlosser, Martin Boissier
Dealing with the Dimensionality Curse in Dynamic Pricing Competition: Using Frequent Repricing to Compensate Imperfect Market Anticipations. CoRR (2018)
Rainer Schlosser, Keven Richly
Dynamic Pricing Strategies in a Finite Horizon Duopoly with Partial Information. ICORES (2018)
Martin Boissier, Rainer Schlosser, Matthias Uflacker
Hybrid Data Layouts for Tiered HTAP Databases with Pareto-Optimal Data Placements. ICDE (2018)
Rainer Schlosser
Data-Driven Stochastic Dynamic Pricing and Ordering. OR (2018)
Rainer Schlosser, Carsten Walther, Martin Boissier, Matthias Uflacker
Data-Driven Inventory Management and Dynamic Pricing Competition on Online Marketplaces. IJCAI (2018)
Rainer Schlosser, Martin Boissier
Dynamic Pricing under Competition on Online Marketplaces: A Data-Driven Approach. KDD (2018)
Martin Seiffert, Flavio Holstein, Rainer Schlosser, Jochen H. Schiller
Next Generation Cooperative Wearables: Generalized Activity Assessment Computed Fully Distributed Within a Wireless Body Area Network. IEEE Access 5 (2017)
Rainer Schlosser
Stochastic dynamic pricing and advertising in isoelastic oligopoly models. Eur. J. Oper. Res. 259 (3) (2017)
Rainer Schlosser, Martin Boissier
Optimal Price Reaction Strategies in the Presence of Active and Passive Competitors. ICORES (2017)
Sebastian Serth, Nikolai Podlesny, Marvin Bornstein, Jan Lindemann, Johanna Latt, Jan Selke, Rainer Schlosser, Martin Boissier, Matthias Uflacker
An Interactive Platform to Simulate Dynamic Pricing Competition on Online Marketplaces. EDOC (2017)
Martin Boissier, Rainer Schlosser, Nikolai Podlesny, Sebastian Serth, Marvin Bornstein, Johanna Latt, Jan Lindemann, Jan Selke, Matthias Uflacker
Data-Driven Repricing Strategies in Competitive Markets: An Interactive Simulation Platform. RecSys (2017)
Tim Zimmermann, Timo Djürken, Arne Mayer, Michael Janke, Martin Boissier, Christian Schwarz, Rainer Schlosser, Matthias Uflacker
Detecting Fraudulent Advertisements on a Large E-Commerce Platform. EDBT/ICDT Workshops (2017)
Rainer Schlosser
Stochastic Dynamic Multi-product Pricing Under Competition. OR (2017)
Martin Boissier, Timo Djürken, Rainer Schlosser, Martin Faust
A Cost-Aware and Workload-Based Index Advisor for Columnar In-Memory Databases. ICIST (2016)
Rainer Schlosser, Martin Boissier, Andre Schober, Matthias Uflacker
How to Survive Dynamic Pricing Competition in E-commerce. RecSys Posters (2016)
Kurt Helmes, Rainer Schlosser
Oligopoly Pricing and Advertising in Isoelastic Adoption Models. Dyn. Games Appl. 5 (3) (2015)
Kurt Helmes, Rainer Schlosser, Martin Weber
Optimal advertising and pricing in a class of general new-product adoption models. Eur. J. Oper. Res. 229 (2) (2013)