Search results for "counterfactuals"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
131	Tomasz Placek, Thomas Müller 0007	Counterfactuals and Historical Possibility.	Synth.	2007	DBLP DOI BibTeX RDF
99	A. W. Bollen	Counterfactuals, Cotenability and Consistency.	Australian Joint Conference on Artificial Intelligence	1988	DBLP DOI BibTeX RDF	counterfactuals, logic programming, conditionals, consistency maintenance
86	Joseph Y. Halpern, Yoram Moses	Using counterfactuals in knowledge-based programming.	Distributed Comput.	2004	DBLP DOI BibTeX RDF
36	Giorgos Filandrianos, Edmund Dervakos, Orfeas Menis-Mastromichalakis, Chrysoula Zerva, Giorgos Stamou	Counterfactuals of Counterfactuals: a back-translation-inspired approach to analyse counterfactual editors.	CoRR	2023	DBLP DOI BibTeX RDF
36	George Filandrianos, Edmund Dervakos, Orfeas Menis-Mastromichalakis, Chrysoula Zerva, Giorgos Stamou	Counterfactuals of Counterfactuals: a back-translation-inspired approach to analyse counterfactual editors.	ACL (Findings)	2023	DBLP DOI BibTeX RDF
36	Greta Warren, Barry Smyth, Mark T. Keane	"Better" Counterfactuals, Ones People Can Understand: Psychologically-Plausible Case-Based Counterfactuals Using Categorical Features for Explainable AI (XAI).	ICCBR	2022	DBLP DOI BibTeX RDF
36	Mohammed Temraz, Eoin M. Kenny, Elodie Ruelle, Laurence Shalloo, Barry Smyth, Mark T. Keane	Handling Climate Change Using Counterfactuals: Using Counterfactuals in Data Augmentation to Predict Crop Growth in an Uncertain Climate Future.	CoRR	2021	DBLP BibTeX RDF
36	Mohammed Temraz, Eoin M. Kenny, Elodie Ruelle, Laurence Shalloo, Barry Smyth, Mark T. Keane	Handling Climate Change Using Counterfactuals: Using Counterfactuals in Data Augmentation to Predict Crop Growth in an Uncertain Climate Future.	ICCBR	2021	DBLP DOI BibTeX RDF
36	Mark T. Keane, Barry Smyth	Good Counterfactuals and Where to Find Them: A Case-Based Technique for Generating Counterfactuals for Explainable AI (XAI).	CoRR	2020	DBLP BibTeX RDF
36	Mark T. Keane, Barry Smyth	Good Counterfactuals and Where to Find Them: A Case-Based Technique for Generating Counterfactuals for Explainable AI (XAI).	ICCBR	2020	DBLP DOI BibTeX RDF
36	Tyrus Fisher	Causal counterfactuals are not interventionist counterfactuals.	Synth.	2017	DBLP DOI BibTeX RDF
23	Hermann Helbig, Ingo Glöckner, Rainer Osswald	Layer Structures and Conceptual Hierarchies in Semantic Representations for NLP.	CICLing	2008	DBLP DOI BibTeX RDF
23	George W. Pasdirtz	Technology and the health care quadrilemma: a test.	SpringSim	2008	DBLP DOI BibTeX RDF	counterfactual history, health care quadrillema, technology, state-space models
23	Floriana Esposito, Nicola Fanizzi, Luigi Iannone, Ignazio Palmisano, Giovanni Semeraro	Knowledge-Intensive Induction of Terminologies from Metadata.	ISWC	2004	DBLP DOI BibTeX RDF
23	Uwe Egly, Martina Seidl, Hans Tompits, Stefan Woltran, Michael Zolda	Comparing Different Prenexing Strategies for Quantified Boolean Formulas.	SAT	2003	DBLP DOI BibTeX RDF
23	Michael Thielscher	A Theory of First-Order Counterfactual Reasoning.	KI	1999	DBLP DOI BibTeX RDF
23	Rolf Nossum, Michael Thielscher	Counterfactual Reasoning by Means of a Calculus of Narrative Context.	CONTEXT	1999	DBLP DOI BibTeX RDF
23	Yen-Teh Hsia	A Possibility-Based Propositional Logic of Conditionals.	ISMIS	1994	DBLP DOI BibTeX RDF
18	Ioannis Papantonis, Vaishak Belle	Principled diverse counterfactuals in multilinear models.	Mach. Learn.	2024	DBLP DOI BibTeX RDF
18	David Borland, Arran Zeyu Wang, David Gotz	Using Counterfactuals to Improve Causal Inferences From Visualizations.	IEEE Computer Graphics and Applications	2024	DBLP DOI BibTeX RDF
18	Saugat Aryal, Mark T. Keane	Even-Ifs From If-Onlys: Are the Best Semi-Factual Explanations Found Using Counterfactuals As Guides?	CoRR	2024	DBLP DOI BibTeX RDF
18	Angeliki Dimitriou, Maria Lymperaiou, Giorgos Filandrianos, Konstantinos Thomas, Giorgos Stamou	Structure Your Data: Towards Semantic Graph Counterfactuals.	CoRR	2024	DBLP DOI BibTeX RDF
18	Shashwat Singh, Shauli Ravfogel, Jonathan Herzig, Roee Aharoni, Ryan Cotterell, Ponnurangam Kumaraguru	MiMiC: Minimally Modified Counterfactuals in the Representation Space.	CoRR	2024	DBLP DOI BibTeX RDF
18	Francesco Ortu, Zhijing Jin, Diego Doimo, Mrinmaya Sachan, Alberto Cazzaniga, Bernhard Schölkopf	Competition of Mechanisms: Tracing How Language Models Handle Facts and Counterfactuals.	CoRR	2024	DBLP DOI BibTeX RDF
18	Daniel Winter, Matan Cohen, Shlomi Fruchter, Yael Pritch, Alex Rav-Acha, Yedid Hoshen	ObjectDrop: Bootstrapping Counterfactuals for Photorealistic Object Removal and Insertion.	CoRR	2024	DBLP DOI BibTeX RDF
18	Alexander Asemota, Giles Hooker	Longitudinal Counterfactuals: Constraints and Opportunities.	CoRR	2024	DBLP DOI BibTeX RDF
18	David Borland, Arran Zeyu Wang, David Gotz	Using Counterfactuals to Improve Causal Inferences from Visualizations.	CoRR	2024	DBLP DOI BibTeX RDF
18	Ignacy Stepka, Mateusz Lango, Jerzy Stefanowski	Multi-criteria approach for selecting an explanation from the set of counterfactuals produced by an ensemble of explainers.	CoRR	2024	DBLP DOI BibTeX RDF
18	Jiri Nemecek 0002, Tomás Pevný, Jakub Marecek	Generating Likely Counterfactuals Using Sum-Product Networks.	CoRR	2024	DBLP DOI BibTeX RDF
18	Phillip Howard, Anahita Bhiwandiwalla, Kathleen C. Fraser, Svetlana Kiritchenko	Uncovering Bias in Large Vision-Language Models with Counterfactuals.	CoRR	2024	DBLP DOI BibTeX RDF
18	Guang-Yuan Hao, Jiji Zhang, Biwei Huang, Hao Wang, Kun Zhang	Natural Counterfactuals With Necessary Backtracking.	CoRR	2024	DBLP DOI BibTeX RDF
18	Sujan Sai Gannamaneni, Michael Mock, Maram Akila	Assessing systematic weaknesses of DNNs using counterfactuals.	AI Ethics	2024	DBLP DOI BibTeX RDF
18	Ann-Kathrin Dombrowski, Jan E. Gerken, Klaus-Robert Müller, Pan Kessel	Diffeomorphic Counterfactuals With Generative Models.	IEEE Trans. Pattern Anal. Mach. Intell.	2024	DBLP DOI BibTeX RDF
18	Patrick Altmeyer, Mojtaba Farmanbar, Arie van Deursen, Cynthia C. S. Liem	Faithful Model Explanations through Energy-Constrained Conformal Counterfactuals.	AAAI	2024	DBLP DOI BibTeX RDF
18	Mir Riyanul Islam, Mobyen Uddin Ahmed, Shahina Begum	iXGB: Improving the Interpretability of XGBoost Using Decision Rules and Counterfactuals.	ICAART (3)	2024	DBLP DOI BibTeX RDF
18	Fausto Barbero, Jonni Virtema	Expressivity Landscape for Logics with Probabilistic Interventionist Counterfactuals.	CSL	2024	DBLP DOI BibTeX RDF
18	Fausto Barbero	On the Logic of Interventionist Counterfactuals Under Indeterministic Causal Laws.	FoIKS	2024	DBLP DOI BibTeX RDF
18	Anahid N. Jalali, Andreas Rauber, Jasmin Lampert	Decoding the Unknown: Unveiling Industrial Time Series Classification with Counterfactuals.	ERCIM News	2023	DBLP BibTeX RDF
18	Giuliano Rosella, Tommaso Flaminio, Stefano Bonzio	Counterfactuals as modal conditionals, and their probability.	Artif. Intell.	2023	DBLP DOI BibTeX RDF
18	Stephen Law, Rikuo Hasegawa, Brooks Paige, Chris Russell 0001, Andrew Elliott	Explaining holistic image regressors and classifiers in urban analytics with plausible counterfactuals.	Int. J. Geogr. Inf. Sci.	2023	DBLP DOI BibTeX RDF
18	Athanasios Vlontzos, Bernhard Kainz, Ciarán M. Gilligan-Lee	Estimating categorical counterfactuals via deep twin networks.	Nat. Mac. Intell.	2023	DBLP DOI BibTeX RDF
18	Udo Schlegel, Daniela Oelke, Daniel A. Keim, Mennatallah El-Assady	Visual Explanations with Attributions and Counterfactuals on Time Series Classification.	CoRR	2023	DBLP DOI BibTeX RDF
18	Yanai Elazar, Bhargavi Paranjape, Hao Peng 0009, Sarah Wiegreffe, Khyathi Chandu Raghavi, Vivek Srikumar, Sameer Singh 0001, Noah A. Smith	Measuring and Improving Attentiveness to Partial Inputs with Counterfactuals.	CoRR	2023	DBLP DOI BibTeX RDF
18	Raphael Mazzine Barbosa de Oliveira, Sofie Goethals, Dieter Brughmans, David Martens	Unveiling the Potential of Counterfactuals Explanations in Employability.	CoRR	2023	DBLP DOI BibTeX RDF
18	Fausto Barbero, Jonni Virtema	Expressivity Landscape for Logics with Probabilistic Interventionist Counterfactuals.	CoRR	2023	DBLP DOI BibTeX RDF
18	Joseph Paul Cohen, Rupert Brooks, Sovann En, Evan Zucker, Anuj Pareek, Matthew P. Lungren, Akshay Chaudhari	The Effect of Counterfactuals on Reading Chest X-rays.	CoRR	2023	DBLP DOI BibTeX RDF
18	Robin Chan, Afra Amini, Mennatallah El-Assady	Which Spurious Correlations Impact Reasoning in NLI Models? A Visual Interactive Diagnosis through Data-Constrained Counterfactuals.	CoRR	2023	DBLP DOI BibTeX RDF
18	Xiao Ma 0010, Swaroop Mishra, Ahmad Beirami, Alex Beutel, Jilin Chen	Let's Do a Thought Experiment: Using Counterfactuals to Improve Moral Reasoning.	CoRR	2023	DBLP DOI BibTeX RDF
18	Susanne Dandl, Andreas Hofheinz, Martin Binder, Bernd Bischl, Giuseppe Casalicchio	counterfactuals: An R Package for Counterfactual Explanation Methods.	CoRR	2023	DBLP DOI BibTeX RDF
18	Kilian Rückschloß, Felix Weitkämper	"Would life be more interesting if I were in AI?" Answering Counterfactuals based on Probabilistic Inductive Logic Programming.	ICLP	2023	DBLP DOI BibTeX RDF
18	Edmund Dervakos, Konstantinos Thomas, Giorgos Filandrianos, Giorgos Stamou	Choose your Data Wisely: A Framework for Semantic Counterfactuals.	CoRR	2023	DBLP DOI BibTeX RDF
18	Avgerinos Delkos, Marianna Girlando	A dynamic approach to ceteris paribus counterfactuals.	CoRR	2023	DBLP DOI BibTeX RDF
18	Sujan Sai Gannamaneni, Michael Mock, Maram Akila	Assessing Systematic Weaknesses of DNNs using Counterfactuals.	CoRR	2023	DBLP DOI BibTeX RDF
18	Yongho Song, Dahyun Lee, Kyungjae Lee 0002, Jinyeong Yeo	Revisiting Dense Retrieval with Unanswerable Counterfactuals.	CoRR	2023	DBLP DOI BibTeX RDF
18	Indu Ilanchezian, Valentyn Boreiko, Laura Kühlewein, Ziwei Huang, Murat Seçkin Ayhan, Matthias Hein 0001, Lisa M. Koch, Philipp Berens	Generating Realistic Counterfactuals for Retinal Fundus and OCT Images using Diffusion Models.	CoRR	2023	DBLP DOI BibTeX RDF
18	Giuliano Rosella, Jan Sprenger	Causal Modeling Semantics for Counterfactuals with Disjunctive Antecedents.	CoRR	2023	DBLP DOI BibTeX RDF
18	Klaus-Rudolf Kladny, Julius von Kügelgen, Bernhard Schölkopf, Michael Muehlebach	Deep Backtracking Counterfactuals for Causally Compliant Explanations.	CoRR	2023	DBLP DOI BibTeX RDF
18	Patrick Altmeyer, Mojtaba Farmanbar, Arie van Deursen, Cynthia C. S. Liem	Faithful Model Explanations through Energy-Constrained Conformal Counterfactuals.	CoRR	2023	DBLP DOI BibTeX RDF
18	Patrick Altmeyer, Arie van Deursen, Cynthia C. S. Liem	Explaining Black-Box Models through Counterfactuals.	CoRR	2023	DBLP DOI BibTeX RDF
18	Fausto Barbero, Gabriel Sandu	Multiteam semantics for interventionist counterfactuals: probabilities and causation.	CoRR	2023	DBLP DOI BibTeX RDF
18	Helena Löfström, Tuwe Löfström, Ulf Johansson, Cecilia Sönströd	Calibrated Explanations: with Uncertainty Information and Counterfactuals.	CoRR	2023	DBLP DOI BibTeX RDF
18	Vincent Lemaire 0001, Nathan Le Boudec, Françoise Fessant, Victor Guyomard	Viewing the process of generating counterfactuals as a source of knowledge - Application to the Naive Bayes classifier.	CoRR	2023	DBLP DOI BibTeX RDF
18	Ananth Balashankar, Xuezhi Wang 0002, Yao Qin 0001, Ben Packer, Nithum Thain, Jilin Chen, Ed H. Chi, Alex Beutel	Improving Classifier Robustness through Active Generation of Pairwise Counterfactuals.	CoRR	2023	DBLP DOI BibTeX RDF
18	Milan Bhan, Jean-Noël Vittaut, Nicolas Chesneau, Marie-Jeanne Lesot	TIGTEC : Token Importance Guided TExt Counterfactuals.	CoRR	2023	DBLP DOI BibTeX RDF
18	Fausto Barbero	On the logic of interventionist counterfactuals under indeterministic causal laws.	CoRR	2023	DBLP DOI BibTeX RDF
18	Supriya Nagesh, Nina Mishra, Yonatan Naamad, James M. Rehg, Mehul A. Shah, Alexei Wagner	Explaining a machine learning decision to physicians via counterfactuals.	CoRR	2023	DBLP DOI BibTeX RDF
18	Greta Warren, Mark T. Keane, Christophe Guéret, Eoin Delaney	Explaining Groups of Instances Counterfactually for XAI: A Use Case, Algorithm and User Study for Group-Counterfactuals.	CoRR	2023	DBLP DOI BibTeX RDF
18	Amar Kumar, Nima Fathi, Raghav Mehta, Brennan Nichyporuk, Jean-Pierre R. Falet, Sotirios A. Tsaftaris, Tal Arbel	Debiasing Counterfactuals In the Presence of Spurious Correlations.	CoRR	2023	DBLP DOI BibTeX RDF
18	Bernd Finkbeiner, Julian Siber	Counterfactuals Modulo Temporal Logics.	CoRR	2023	DBLP DOI BibTeX RDF
18	Fausto Barbero, Jonni Virtema	Strongly complete axiomatization for a logic with probabilistic interventionist counterfactuals.	CoRR	2023	DBLP DOI BibTeX RDF
18	Tiep Le, Vasudev Lal, Phillip Howard	COCO-Counterfactuals: Automatically Constructed Counterfactual Examples for Image-Text Pairs.	CoRR	2023	DBLP DOI BibTeX RDF
18	David O'Gara, Samuel F. Rosenblatt, Laurent Hébert-Dufresne, Rob Purcell, Matt Kasman, Ross A. Hammond	TRACE-Omicron: Policy Counterfactuals to Inform Mitigation of COVID-19 Spread in the United States.	CoRR	2023	DBLP DOI BibTeX RDF
18	Shashank Shekhar, Asif Salim, Adesh Bansode, Vivaswan Jinturkar, Anirudha Nayak	A PSO Based Method to Generate Actionable Counterfactuals for High Dimensional Data.	CoRR	2023	DBLP DOI BibTeX RDF
18	Qiuyi Zhang, Michael S. Lee, Sherol Chen	Leveraging Contextual Counterfactuals Toward Belief Calibration.	CoRR	2023	DBLP DOI BibTeX RDF
18	Lyle Regenwetter, Yazan Abu Obaideh, Faez Ahmed	Counterfactuals for Design: A Model-Agnostic Method For Design Recommendations.	CoRR	2023	DBLP DOI BibTeX RDF
18	Thao Le 0002, Tim Miller 0001, Ronal Singh, Liz Sonenberg	Explaining Model Confidence Using Counterfactuals.	CoRR	2023	DBLP DOI BibTeX RDF
18	Susu Sun, Stefano Woerner, Andreas Maier 0001, Lisa M. Koch, Christian F. Baumgartner	Inherently Interpretable Multi-Label Classification Using Class-Specific Counterfactuals.	CoRR	2023	DBLP DOI BibTeX RDF
18	Kwanseok Oh, Da-Woon Heo, Ahmad Wisnu Mulyadi, Wonsik Jung, Eunsong Kang, Kun Ho Lee, Heung-Il Suk	A Quantitatively Interpretable Model for Alzheimer's Disease Prediction Using Deep Counterfactuals.	CoRR	2023	DBLP DOI BibTeX RDF
18	Yair Ori Gat, Nitay Calderon, Amir Feder, Alexander Chapanin, Amit Sharma, Roi Reichart	Faithful Explanations of Black-box NLP Models Using LLM-generated Counterfactuals.	CoRR	2023	DBLP DOI BibTeX RDF
18	Deqing Fu, Ameya Godbole, Robin Jia	SCENE: Self-Labeled Counterfactuals for Extrapolating to Negative Examples.	CoRR	2023	DBLP DOI BibTeX RDF
18	Nina Weng, Paraskevas Pegios, Aasa Feragen, Eike Petersen, Siavash Bigdeli	Fast Diffusion-Based Counterfactuals for Shortcut Removal and Generation.	CoRR	2023	DBLP DOI BibTeX RDF
18	Sean Kulinski, Zeyu Zhou, Ruqi Bai, Murat Kocaoglu, David I. Inouye	Towards Characterizing Domain Counterfactuals For Invertible Latent Causal Models.	CoRR	2023	DBLP DOI BibTeX RDF
18	Leopoldo E. Bertossi	Attribution-Scores and Causal Counterfactuals as Explanations in Artificial Intelligence.	CoRR	2023	DBLP DOI BibTeX RDF
18	Loukas Kavouras, Konstantinos Tsopelas, Giorgos Giannopoulos, Dimitris Sacharidis, Eleni Psaroudaki, Nikolaos Theologitis, Dimitrios Rontogiannis, Dimitris Fotakis 0001, Ioannis Z. Emiris	Fairness Aware Counterfactuals for Subgroups.	CoRR	2023	DBLP DOI BibTeX RDF
18	Juha Karvanen, Santtu Tikka, Matti Vihola	Simulating counterfactuals.	CoRR	2023	DBLP DOI BibTeX RDF
18	Fabio De Sousa Ribeiro, Tian Xia, Miguel Monteiro, Nick Pawlowski, Ben Glocker	High Fidelity Image Counterfactuals with Probabilistic Causal Models.	CoRR	2023	DBLP DOI BibTeX RDF
18	Anjana Wijekoon, Nirmalie Wiratunga	A user-centred evaluation of DisCERN: Discovering counterfactuals for code vulnerability detection and correction.	Knowl. Based Syst.	2023	DBLP DOI BibTeX RDF
18	Holger Andreas, Matthias Armgardt, Mario Günther	Counterfactuals for causal responsibility in legal contexts.	Artif. Intell. Law	2023	DBLP DOI BibTeX RDF
18	Antonio Luca Alfeo, Antonio G. Zippo, Vincenzo Catrambone, Mario G. C. A. Cimino, Nicola Toschi, Gaetano Valenza	From local counterfactuals to global feature importance: efficient, robust, and model-agnostic explanations for brain connectivity networks.	Comput. Methods Programs Biomed.	2023	DBLP DOI BibTeX RDF
18	Bhishma Dedhia, Roshini Balasubramanian, Niraj K. Jha	SCouT: Synthetic Counterfactuals via Spatiotemporal Transformers for Actionable Healthcare.	ACM Trans. Comput. Heal.	2023	DBLP DOI BibTeX RDF
18	Claudio E. A. Pizzi	Axioms for a Logic of Consequential Counterfactuals.	Log. J. IGPL	2023	DBLP DOI BibTeX RDF
18	Milan Bhan, Jean-Noël Vittaut, Nicolas Chesneau, Marie-Jeanne Lesot	TIGTEC: Token Importance Guided TExt Counterfactuals.	ECML/PKDD (3)	2023	DBLP DOI BibTeX RDF
18	Lorenzo Betti, Carlo Abrate, Francesco Bonchi, Andreas Kaltenbrunner	Relevance-based Infilling for Natural Language Counterfactuals.	CIKM	2023	DBLP DOI BibTeX RDF
18	Bernd Finkbeiner, Julian Siber	Counterfactuals Modulo Temporal Logics.	LPAR	2023	DBLP DOI BibTeX RDF
18	Supriya Nagesh, Nina Mishra, Yonatan Naamad, James M. Rehg, Mehul A. Shah, Alexei Wagner	Explaining a machine learning decision to physicians via counterfactuals.	CHIL	2023	DBLP BibTeX RDF
18	Fabrizio Angiulli, Fabio Fassetti, Simona Nisticò, Luigi Palopoli 0001	Counterfactuals Explanations for Outliers via Subspaces Density Contrastive Loss.	DS	2023	DBLP DOI BibTeX RDF
18	Mi Zhang 0006, Tieyun Qian, Ting Zhang, Xin Miao	Towards Model Robustness: Generating Contextual Counterfactuals for Entities in Relation Extraction.	WWW	2023	DBLP DOI BibTeX RDF
18	Amar Kumar, Nima Fathi, Raghav Mehta, Brennan Nichyporuk, Jean-Pierre R. Falet, Sotirios A. Tsaftaris, Tal Arbel	Debiasing Counterfactuals in the Presence of Spurious Correlations.	CLIP/FAIMI/EPIMI@MICCAI	2023	DBLP DOI BibTeX RDF
18	Susu Sun, Stefano Woerner, Andreas K. Maier, Lisa M. Koch, Christian F. Baumgartner	Inherently Interpretable Multi-Label Classification Using Class-Specific Counterfactuals.	MIDL	2023	DBLP BibTeX RDF
18	Rifat Mehreen Amin	Multi-Objective Counterfactuals for Counterfactual Fairness in User Centered AI.	MuC (Workshopband)	2023	DBLP DOI BibTeX RDF