MTEX-CNN: Multivariate Time Series EXplanations for Predictions with Convolutional Neural Networks. - Roy Assaf; Ioana Giurgiu; Frank Bagehorn; Anika Schumann (ICDM, 2019)

A fault injection platform for learning AIOps models. - Frank Bagehorn; Jesus Rios; Saurabh Jha; Robert Filepp; Larisa Shwartz; Naoki Abe; Xi Yang (ASE, 2022)

Fault Injection Based Interventional Causal Learning for Distributed Applications. - Qing Wang 016; Jesus Rios; Saurabh Jha; Karthikeyan Shanmugam; Frank Bagehorn; Xi Yang; Robert Filepp; Naoki Abe; Larisa Shwartz (AAAI, 2023)

SAM: Subseries Augmentation-Based Meta-Learning for Generalizing AIOps Models in Multi-Cloud Migration. - Xi Yang; Paulito Palmes; Saurabh Jha; Bekir O. Turkkan; Gerard Vanloo; Frank Bagehorn; Chandra Narayanaswami; Larisa Shwartz; Naoki Abe; Yu Deng 004; Daby M. Sow (CLOUD, 2024)

Fault Localization Using Interventional Causal Learning for Cloud-Native Applications. - Saurabh Jha; Jesus Rios; Naoki Abe; Frank Bagehorn; Laura Shwartz (DSN-S, 2024)

Usage Governance Advisor: from Intent to AI Governance. - Elizabeth M. Daly; Sean Rooney; Seshu Tirupathi; Luis Garcés-Erice; Inge Vejsbjerg; Frank Bagehorn; Dhaval Salwala; Christopher Giblin; Mira L. Wolf-Bauwens; Ioana Giurgiu; Michael Hind; Peter Urbanetz (CoRR, 2024)

Usage Governance Advisor: From Intent to AI Governance. - Elizabeth M. Daly; Seshu Tirupathi; Sean Rooney; Inge Vejsbjerg; Dhaval Salwala; Christopher Giblin; Frank Bagehorn; Luis Garcés-Erice; Peter Urbanetz; Mira L. Wolf-Bauwens (AAAI, 2025)

Causal AI-based Root Cause Identification: Research to Practice at Scale. - Saurabh Jha; Ameet Rahane; Laura Shwartz; Marc Palaci-Olgun; Frank Bagehorn; Jesus Rios; Dan Stingaciu; Ragu Kattinakere; Debasish Banerjee (CoRR, 2025)

AI Risk Atlas: Taxonomy and Tooling for Navigating AI Risks and Resources. - Frank Bagehorn; Kristina Brimijoin; Elizabeth M. Daly; Jessica He; Michael Hind; Luis Garcés-Erice; Christopher Giblin; Ioana Giurgiu; Jacquelyn Martino; Rahul Nair; David Piorkowski; Ambrish Rawat; et al. (CoRR, 2025)