DRCFS: Doubly Robust Causal Feature Selection

DRCFS: Doubly Robust Causal Feature Selection

12 June 2023

Francesco Quinzan

Ashkan Soleymani

Stefan Bauer

Papers citing "DRCFS: Doubly Robust Causal Feature Selection"

9 / 9 papers shown

Title
AI Alignment in Medical Imaging: Unveiling Hidden Biases Through Counterfactual Analysis Haroui Ma Francesco Quinzan Theresa Willem Stefan Bauer 76 0 0 28 Apr 2025
Causal Bayesian Optimization with Unknown Graphs Jean Durand Yashas Annadani Stefan Bauer S. Parbhoo CML 63 0 0 25 Mar 2025
Statistical Inference in Reinforcement Learning: A Selective Survey Chengchun Shi OffRL 65 0 0 22 Feb 2025
Causally-Aware Unsupervised Feature Selection Learning Zongxin Shen Yanyong Huang Minbo Ma Tianrui Li Fengmao Lv Tianrui Li CML 58 0 1 28 Jan 2025
Learning in Order! A Sequential Strategy to Learn Invariant Features for Multimodal Sentiment Analysis Xianbing Zhao Lizhen Qu Tao Feng Jianfei Cai Buzhou Tang 42 0 0 05 Sep 2024
Learning Decision Policies with Instrumental Variables through Double Machine Learning Daqian Shao Ashkan Soleymani Francesco Quinzan Marta Z. Kwiatkowska 33 1 0 14 May 2024
IMO: Greedy Layer-Wise Sparse Representation Learning for Out-of-Distribution Text Classification with Pre-trained Models Tao Feng Lizhen Qu Zhuang Li Haolan Zhan Yuncheng Hua Gholamreza Haffari VLM 32 1 0 21 Apr 2024
Doubly Robust Structure Identification from Temporal Data Emmanouil Angelis Francesco Quinzan Ashkan Soleymani P. Jaillet Stefan Bauer CML OOD 31 2 0 10 Nov 2023
Experimental Design for Multi-Channel Imaging via Task-Driven Feature Selection Stefano B. Blumberg Paddy J. Slator Daniel C. Alexander 26 1 0 13 Oct 2022