PRINCE: Provider-side Interpretability with Counterfactual Explanations
in Recommender Systems

PRINCE: Provider-side Interpretability with Counterfactual Explanations in Recommender Systems

19 November 2019

Azin Ghazimatin

Rishiraj Saha Roy

Papers citing "PRINCE: Provider-side Interpretability with Counterfactual Explanations in Recommender Systems"

11 / 11 papers shown

Title
Towards Unifying Evaluation of Counterfactual Explanations: Leveraging Large Language Models for Human-Centric Assessments M. Domnich Julius Valja Rasmus Moorits Veski Giacomo Magnifico Kadi Tulver Eduard Barbu Raul Vicente LRM ELM 40 2 0 28 Oct 2024
RecRec: Algorithmic Recourse for Recommender Systems Sahil Verma Ashudeep Singh Varich Boonsanong John P. Dickerson Chirag Shah 25 1 0 28 Aug 2023
Filter Bubbles in Recommender Systems: Fact or Fallacy -- A Systematic Review Q. Areeb Mohammad Nadeem S. Sohail Raza Imam F. Doctor Yassine Himeur Amir Hussain Abbes Amira 24 29 0 02 Jul 2023
Explainable Recommender with Geometric Information Bottleneck Hanqi Yan Lin Gui Menghan Wang Kun Zhang Yulan He 13 2 0 09 May 2023
Explaining Recommendation System Using Counterfactual Textual Explanations Niloofar Ranjbar S. Momtazi MohammadMehdi Homayounpour 27 4 0 14 Mar 2023
ExplainableFold: Understanding AlphaFold Prediction with Explainable AI Juntao Tan Yongfeng Zhang 17 6 0 27 Jan 2023
Learning to Counterfactually Explain Recommendations Yuanshun Yao Chong Wang Hang Li CML OffRL 22 1 0 17 Nov 2022
From Intrinsic to Counterfactual: On the Explainability of Contextualized Recommender Systems Yao Zhou Haonan Wang Jingrui He Haixun Wang 24 15 0 28 Oct 2021
Improving Visualization Interpretation Using Counterfactuals Smiti Kaul D. Borland Nan Cao David Gotz CML 8 17 0 21 Jul 2021
Counterfactual Explanations for Neural Recommenders Khanh Tran Azin Ghazimatin Rishiraj Saha Roy AAML CML 52 65 0 11 May 2021
Counterfactuals and Causability in Explainable Artificial Intelligence: Theory, Algorithms, and Applications Yu-Liang Chou Catarina Moreira P. Bruza Chun Ouyang Joaquim A. Jorge CML 42 176 0 07 Mar 2021