Applications of statistical causal inference in software engineering

21 November 2022

Papers citing "Applications of statistical causal inference in software engineering"

9 / 9 papers shown

Title
Your Assumed DAG is Wrong and Here's How To Deal With It Kirtan Padh Zhufeng Li Cecilia Casolo Niki Kilbertus CML 45 0 0 24 Feb 2025
A Comprehensive Survey on Root Cause Analysis in (Micro) Services: Methodologies, Challenges, and Trends Tingting Wang Guilin Qi 25 1 0 23 Jul 2024
Benchmarking and Explaining Large Language Model-based Code Generation: A Causality-Centric Approach Zhenlan Ji Pingchuan Ma Zongjie Li Shuai Wang 29 21 0 10 Oct 2023
Enabling Runtime Verification of Causal Discovery Algorithms with Automated Conditional Independence Reasoning (Extended Version) Pingchuan Ma Zhenlan Ji Peisen Yao Shuai Wang Kui Ren 31 2 0 11 Sep 2023
CausalOps -- Towards an Industrial Lifecycle for Causal Probabilistic Graphical Models R. Maier A. Schlattl Thomas Guess J. Mottok AI4CE 29 1 0 02 Aug 2023
DRCFS: Doubly Robust Causal Feature Selection Francesco Quinzan Ashkan Soleymani Patrik Jaillet C. Rojas Stefan Bauer 14 11 0 12 Jun 2023
Causal fault localisation in dataflow systems Andrei Paleyes Neil D. Lawrence 24 3 0 24 Apr 2023
Dataflow graphs as complete causal graphs Andrei Paleyes Siyuan Guo Bernhard Schölkopf Neil D. Lawrence 27 7 0 16 Mar 2023
Causal Inference for Time series Analysis: Problems, Methods and Evaluation Raha Moraffah Paras Sheth Mansooreh Karami Anchit Bhattacharya Qianru Wang Anique Tahir A. Raglin Huan Liu CML AI4TS 70 103 0 11 Feb 2021