Tobias Maringgele

Hi, I am interested in causal inference, machine learning and optimization.

Selected Writings

• DIGITALCOACH: Communication and Grounding Gaps in Human and Agentic Computer Use Coaching Co-Author · EMNLP 2026
• Optimal Experiments for Partial Causal Effect Identification First Author
• Bounding Causal Effects and Counterfactuals Bachelor's Thesis

Software

• causalboundingengine Python package · PyPI

Miscellany

• cFix Root Cause Analysis tool for systems debugging
• Summation over Cartesian Product as Double Summation Proof
• Can Computers Think? Small Essay

Imprint