Simon Malberg

According to our database, Simon Malberg authored at least 11 papers between 2017 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Framework of Thoughts: A Foundation Framework for Dynamic and Optimized Reasoning based on Chains, Trees, and Graphs.

Felix Fricke, Simon Malberg, Georg Groh

CoRR, February, 2026

DIALECTIC: A Multi-Agent System for Startup Evaluation.

Jae-Yoon Bae, Simon Malberg, Joyce Ann Clarize Galang, Andre Retterath, Georg Groh

Proceedings of the 19th Conference of the European Chapter of the Association for Computational Linguistics, 2026

2025

From Roots to Rewards: Dynamic Tree Reasoning with RL.

Ahmed Bahloul, Simon Malberg

CoRR, July, 2025

An LLM-Based Decision Support System for Strategic Decision-Making.

Majd Alkayyal, Simon Malberg, Georg Groh

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track and Demo Track, 2025

From Roots to Rewards: Dynamic Tree Reasoning with Reinforcement Learning.

Ahmed Bahloul, Simon Malberg

Proceedings of the IEEE International Conference on Data Mining, 2025

Bridging AI and Business: Are Large Language Models Good Management Consultants?

Simon Malberg, Nikita Grigorev, Victoria Lea Rein, Barbara Borne Bass, Maria Alejandra Gelvez Alvarez, Georg Groh

Proceedings of the 33rd European Conference on Information Systems, 2025

2024

A Comprehensive Evaluation of Cognitive Biases in LLMs.

Simon Malberg, Roman Poletukhin, Carolin M. Schuster, Georg Groh

CoRR, 2024

FELIX: Automatic and Interpretable Feature Engineering Using LLMs.

Simon Malberg, Edoardo Mosca, Georg Groh

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2024

2023

A Benchmark Dataset to Distinguish Human-Written and Machine-Generated Scientific Papers.

Mohamed Hesham Ibrahim Abdalla, Simon Malberg, Daryna Dementieva, Edoardo Mosca, Georg Groh

Inf., 2023

2019

Multi-stage Reinforcement Learning for Object Detection.

Jonas König, Simon Malberg, Martin Martens, Sebastian Niehaus, Artus Krohn-Grimberghe, Arunselvan Ramaswamy

Proceedings of the Advances in Computer Vision, 2019

2017

Simulating Storage Policies for an Automated Grid-Based Warehouse System.

Michaela Beckschäfer, Simon Malberg, Kevin Tierney, Christoph Weskamp

Proceedings of the Computational Logistics - 8th International Conference, 2017