| 2024 | CIKM | Fragment Allocations for Partially Replicated Databases Considering Data Modifications and Changing Workloads. | Stefan Halfpap, Rainer Schlosser |
| 2024 | ICML | Hieros: Hierarchical Imagination on Structured State Space Sequence World Models. | Paul Mattes, Rainer Schlosser, Ralf Herbrich |
| 2023 | ICORES | Dynamic Pricing under Competition: Challenges and Opportunities. | Rainer Schlosser |
| 2023 | ICORES | Welcome to the Jungle: A Conceptual Comparison of Reinforcement Learning Algorithms. | Kenneth Schrder, Alexander Kastius, Rainer Schlosser |
| 2023 | ICORES | Reinforcement Learning Algorithms: Categorization and Structural Properties. | Kenneth Schrder, Alexander Kastius, Rainer Schlosser |
| 2022 | EDBT | SWIRL: Selection of Workload-aware Indexes using Reinforcement Learning. | Jan Kossmann, Alexander Kastius, Rainer Schlosser |
| 2022 | ICDM | GPUCSL: GPU-Based Library for Causal Structure Learning. | Tom Braun, Ben Hurdelhey, Dominik Meier, Petr Tsayun, Christopher Hagedorn, Johannes Huegle, Rainer Schlosser |
| 2022 | ICORES | Solver-based Approaches for Robust Multi-index Selection Problems with Stochastic Workloads and Reconfiguration Costs. | Marcel Weisgut, Leonardo Hbscher, Oliver Nordemann, Rainer Schlosser |
| 2021 | EDBT | Robust and Memory-Efficient Database Fragment Allocation for Large and Uncertain Database Workloads. | Rainer Schlosser, Stefan Halfpap |
| 2021 | ICDE | Memory-Efficient Database Fragment Allocation for Robust Load Balancing when Nodes Fail. | Stefan Halfpap, Rainer Schlosser |
| 2021 | ICDE | Joint Index, Sorting, and Compression Optimization for Memory-Efficient Spatio-Temporal Data Management. | Keven Richly, Rainer Schlosser, Martin Boissier |
| 2021 | ICORES | Pricing Competition in a Duopoly with Self-adapting Strategies. | Youri Kaminsky, Tobias Maltenberger, Mats Prschke, Jan Westphal, Rainer Schlosser |
| 2021 | ICORES | Enabling Risk-Averse Dispatch Processes for Transportation Network Companies by Probabilistic Location Prediction. | Keven Richly, Rainer Schlosser, Janos Brauer |
| 2020 | CIKM | Exploration of Dynamic Query-Based Load Balancing for Partially Replicated Database Systems with Node Failures. | Stefan Halfpap, Rainer Schlosser |
| 2020 | ICORES | Predicting Location Probabilities of Drivers to Improve Dispatch Decisions of Transportation Network Companies based on Trajectory Data. | Keven Richly, Janos Brauer, Rainer Schlosser |
| 2020 | SSDBM | A Decomposition Approach for Risk-Averse Index Selection. | Rainer Schlosser, Stefan Halfpap |
| 2019 | ICDE | Workload-Driven Fragment Allocation for Partially Replicated Databases Using Linear Programming. | Stefan Halfpap, Rainer Schlosser |
| 2019 | ICDE | A Comparison of Allocation Algorithms for Partially Replicated Databases. | Stefan Halfpap, Rainer Schlosser |
| 2019 | ICDE | A Framework for Self-Managing Database Systems. | Jan Kossmann, Rainer Schlosser |
| 2019 | ICDE | Efficient Scalable Multi-attribute Index Selection Using Recursive Strategies. | Rainer Schlosser, Jan Kossmann, Martin Boissier |
| 2019 | ICORES | Stochastic Dynamic Pricing with Strategic Customers and Reference Price Effects. | Rainer Schlosser |
| 2019 | ICORES | Stochastic Dynamic Pricing with Waiting and Forward-Looking Consumers. | Rainer Schlosser |
| 2018 | ICDE | Hybrid Data Layouts for Tiered HTAP Databases with Pareto-Optimal Data Placements. | Martin Boissier, Rainer Schlosser, Matthias Uflacker |
| 2018 | ICORES | Dynamic Pricing Strategies in a Finite Horizon Duopoly with Partial Information. | Rainer Schlosser, Keven Richly |
| 2018 | ICORES | Dynamic Pricing Competition with Unobservable Inventory Levels: A Hidden Markov Model Approach. | Rainer Schlosser, Keven Richly |
| 2018 | IJCAI | Data-Driven Inventory Management and Dynamic Pricing Competition on Online Marketplaces. | Rainer Schlosser, Carsten Walther, Martin Boissier, Matthias Uflacker |
| 2018 | KDD | Dynamic Pricing under Competition on Online Marketplaces: A Data-Driven Approach. | Rainer Schlosser, Martin Boissier |
| 2017 | EDBT | Detecting Fraudulent Advertisements on a Large E-Commerce Platform. | Tim Zimmermann, Timo Djrken, Arne Mayer, Michael Janke, Martin Boissier, Christian Schwarz, Rainer Schlosser, Matthias Uflacker |
| 2017 | EDOC | An Interactive Platform to Simulate Dynamic Pricing Competition on Online Marketplaces. | Sebastian Serth, Nikolai Podlesny, Marvin Bornstein, Jan Lindemann, Johanna Latt, Jan Selke, Rainer Schlosser, Martin Boissier, Matthias Uflacker |
| 2017 | ICORES | Optimal Price Reaction Strategies in the Presence of Active and Passive Competitors. | Rainer Schlosser, Martin Boissier |
| 2017 | RecSys | Data-Driven Repricing Strategies in Competitive Markets: An Interactive Simulation Platform. | Martin Boissier, Rainer Schlosser, Nikolai Podlesny, Sebastian Serth, Marvin Bornstein, Johanna Latt, Jan Lindemann, Jan Selke, Matthias Uflacker |
| 2016 | RecSys | How to Survive Dynamic Pricing Competition in E-commerce. | Rainer Schlosser, Martin Boissier, Andre Schober, Matthias Uflacker |