Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
131 | Tomasz Placek, Thomas Müller 0007 |
Counterfactuals and Historical Possibility. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Synth. ![In: Synth. 154(2), pp. 173-197, 2007. The full citation details ...](Pics/full.jpeg) |
2007 |
DBLP DOI BibTeX RDF |
|
99 | A. W. Bollen |
Counterfactuals, Cotenability and Consistency. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Australian Joint Conference on Artificial Intelligence ![In: AI '88: 2nd Australian Joint Artificial Intelligence Conference, Adelaide, Australia, November 15-18, 1988, Proceedings, pp. 187-201, 1988, Springer, 3-540-52062-7. The full citation details ...](Pics/full.jpeg) |
1988 |
DBLP DOI BibTeX RDF |
counterfactuals, logic programming, conditionals, consistency maintenance |
86 | Joseph Y. Halpern, Yoram Moses |
Using counterfactuals in knowledge-based programming. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Distributed Comput. ![In: Distributed Comput. 17(2), pp. 91-106, 2004. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2305.17055, 2023. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ACL (Findings) ![In: Findings of the Association for Computational Linguistics: ACL 2023, Toronto, Canada, July 9-14, 2023., pp. 9507-9525, 2023, Association for Computational Linguistics, 978-1-959429-62-3. The full citation details ...](Pics/full.jpeg) |
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). ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICCBR ![In: Case-Based Reasoning Research and Development - 30th International Conference, ICCBR 2022, Nancy, France, September 12-15, 2022, Proceedings, pp. 63-78, 2022, Springer, 978-3-031-14922-1. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2104.04008, 2021. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICCBR ![In: Case-Based Reasoning Research and Development - 29th International Conference, ICCBR 2021, Salamanca, Spain, September 13-16, 2021, Proceedings, pp. 216-231, 2021, Springer, 978-3-030-86956-4. The full citation details ...](Pics/full.jpeg) |
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). ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2005.13997, 2020. The full citation details ...](Pics/full.jpeg) |
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). ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICCBR ![In: Case-Based Reasoning Research and Development - 28th International Conference, ICCBR 2020, Salamanca, Spain, June 8-12, 2020, Proceedings, pp. 163-178, 2020, Springer, 978-3-030-58341-5. The full citation details ...](Pics/full.jpeg) |
2020 |
DBLP DOI BibTeX RDF |
|
36 | Tyrus Fisher |
Causal counterfactuals are not interventionist counterfactuals. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Synth. ![In: Synth. 194(12), pp. 4935-4957, 2017. The full citation details ...](Pics/full.jpeg) |
2017 |
DBLP DOI BibTeX RDF |
|
23 | Hermann Helbig, Ingo Glöckner, Rainer Osswald |
Layer Structures and Conceptual Hierarchies in Semantic Representations for NLP. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CICLing ![In: Computational Linguistics and Intelligent Text Processing, 9th International Conference, CICLing 2008, Haifa, Israel, February 17-23, 2008, Proceedings, pp. 171-182, 2008, Springer, 978-3-540-78134-9. The full citation details ...](Pics/full.jpeg) |
2008 |
DBLP DOI BibTeX RDF |
|
23 | George W. Pasdirtz |
Technology and the health care quadrilemma: a test. ![Search on Bibsonomy](Pics/bibsonomy.png) |
SpringSim ![In: Proceedings of the 2008 Spring Simulation Multiconference, SpringSim 2008, Ottawa, Canada, April 14-17, 2008, pp. 491-496, 2008, SCS/ACM, 1-56555-319-5. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ISWC ![In: The Semantic Web - ISWC 2004: Third International Semantic Web Conference,Hiroshima, Japan, November 7-11, 2004. Proceedings, pp. 441-455, 2004, Springer, 3-540-23798-4. The full citation details ...](Pics/full.jpeg) |
2004 |
DBLP DOI BibTeX RDF |
|
23 | Uwe Egly, Martina Seidl, Hans Tompits, Stefan Woltran, Michael Zolda |
Comparing Different Prenexing Strategies for Quantified Boolean Formulas. ![Search on Bibsonomy](Pics/bibsonomy.png) |
SAT ![In: Theory and Applications of Satisfiability Testing, 6th International Conference, SAT 2003. Santa Margherita Ligure, Italy, May 5-8, 2003 Selected Revised Papers, pp. 214-228, 2003, Springer, 3-540-20851-8. The full citation details ...](Pics/full.jpeg) |
2003 |
DBLP DOI BibTeX RDF |
|
23 | Michael Thielscher |
A Theory of First-Order Counterfactual Reasoning. ![Search on Bibsonomy](Pics/bibsonomy.png) |
KI ![In: KI-99: Advances in Artificial Intelligence, 23rd Annual German Conference on Artificial Intelligence, Bonn, Germany, September 13-15, 1999, Proceedings, pp. 137-148, 1999, Springer, 3-540-66495-5. The full citation details ...](Pics/full.jpeg) |
1999 |
DBLP DOI BibTeX RDF |
|
23 | Rolf Nossum, Michael Thielscher |
Counterfactual Reasoning by Means of a Calculus of Narrative Context. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CONTEXT ![In: Modeling and Using Context, Second International and Interdisciplinary Conference, CONTEXT'99, Trento, Italy, September 1999, Proceedings, pp. 495-498, 1999, Springer, 3-540-66432-7. The full citation details ...](Pics/full.jpeg) |
1999 |
DBLP DOI BibTeX RDF |
|
23 | Yen-Teh Hsia |
A Possibility-Based Propositional Logic of Conditionals. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ISMIS ![In: Methodologies for Intelligent Systems, 8th International Symposium, ISMIS '94, Charlotte, North Carolina, USA, October 16-19, 1994, Proceedings, pp. 551-560, 1994, Springer, 3-540-58495-1. The full citation details ...](Pics/full.jpeg) |
1994 |
DBLP DOI BibTeX RDF |
|
18 | Ioannis Papantonis, Vaishak Belle |
Principled diverse counterfactuals in multilinear models. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Mach. Learn. ![In: Mach. Learn. 113(3), pp. 1421-1443, 2024. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP DOI BibTeX RDF |
|
18 | David Borland, Arran Zeyu Wang, David Gotz |
Using Counterfactuals to Improve Causal Inferences From Visualizations. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Computer Graphics and Applications ![In: IEEE Computer Graphics and Applications 44(1), pp. 95-104, January - February 2024. The full citation details ...](Pics/full.jpeg) |
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? ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2403.00980, 2024. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP DOI BibTeX RDF |
|
18 | Angeliki Dimitriou, Maria Lymperaiou, Giorgos Filandrianos, Konstantinos Thomas, Giorgos Stamou |
Structure Your Data: Towards Semantic Graph Counterfactuals. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2403.06514, 2024. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2402.09631, 2024. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2402.11655, 2024. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2403.18818, 2024. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP DOI BibTeX RDF |
|
18 | Alexander Asemota, Giles Hooker |
Longitudinal Counterfactuals: Constraints and Opportunities. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2403.00105, 2024. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP DOI BibTeX RDF |
|
18 | David Borland, Arran Zeyu Wang, David Gotz |
Using Counterfactuals to Improve Causal Inferences from Visualizations. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2401.08411, 2024. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2403.13940, 2024. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP DOI BibTeX RDF |
|
18 | Jiri Nemecek 0002, Tomás Pevný, Jakub Marecek |
Generating Likely Counterfactuals Using Sum-Product Networks. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2401.14086, 2024. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP DOI BibTeX RDF |
|
18 | Phillip Howard, Anahita Bhiwandiwalla, Kathleen C. Fraser, Svetlana Kiritchenko |
Uncovering Bias in Large Vision-Language Models with Counterfactuals. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2404.00166, 2024. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP DOI BibTeX RDF |
|
18 | Guang-Yuan Hao, Jiji Zhang, Biwei Huang, Hao Wang, Kun Zhang |
Natural Counterfactuals With Necessary Backtracking. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2402.01607, 2024. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP DOI BibTeX RDF |
|
18 | Sujan Sai Gannamaneni, Michael Mock, Maram Akila |
Assessing systematic weaknesses of DNNs using counterfactuals. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AI Ethics ![In: AI Ethics 4(1), pp. 27-35, February 2024. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP DOI BibTeX RDF |
|
18 | Ann-Kathrin Dombrowski, Jan E. Gerken, Klaus-Robert Müller, Pan Kessel |
Diffeomorphic Counterfactuals With Generative Models. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Trans. Pattern Anal. Mach. Intell. ![In: IEEE Trans. Pattern Anal. Mach. Intell. 46(5), pp. 3257-3274, May 2024. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AAAI ![In: Thirty-Eighth AAAI Conference on Artificial Intelligence, AAAI 2024, Thirty-Sixth Conference on Innovative Applications of Artificial Intelligence, IAAI 2024, Fourteenth Symposium on Educational Advances in Artificial Intelligence, EAAI 2014, February 20-27, 2024, Vancouver, Canada, pp. 10829-10837, 2024, AAAI Press. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICAART (3) ![In: Proceedings of the 16th International Conference on Agents and Artificial Intelligence, ICAART 2024, Volume 3, Rome, Italy, February 24-26, 2024., pp. 1345-1353, 2024, SCITEPRESS, 978-989-758-680-4. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP DOI BibTeX RDF |
|
18 | Fausto Barbero, Jonni Virtema |
Expressivity Landscape for Logics with Probabilistic Interventionist Counterfactuals. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CSL ![In: 32nd EACSL Annual Conference on Computer Science Logic, CSL 2024, February 19-23, 2024, Naples, Italy, pp. 15:1-15:19, 2024, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 978-3-95977-310-2. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP DOI BibTeX RDF |
|
18 | Fausto Barbero |
On the Logic of Interventionist Counterfactuals Under Indeterministic Causal Laws. ![Search on Bibsonomy](Pics/bibsonomy.png) |
FoIKS ![In: Foundations of Information and Knowledge Systems - 13th International Symposium, FoIKS 2024, Sheffield, UK, April 8-11, 2024, Proceedings, pp. 203-221, 2024, Springer, 978-3-031-56939-5. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP DOI BibTeX RDF |
|
18 | Anahid N. Jalali, Andreas Rauber, Jasmin Lampert |
Decoding the Unknown: Unveiling Industrial Time Series Classification with Counterfactuals. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ERCIM News ![In: ERCIM News 2023(134), 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
|
18 | Giuliano Rosella, Tommaso Flaminio, Stefano Bonzio |
Counterfactuals as modal conditionals, and their probability. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Artif. Intell. ![In: Artif. Intell. 323, pp. 103970, October 2023. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Int. J. Geogr. Inf. Sci. ![In: Int. J. Geogr. Inf. Sci. 37(12), pp. 2575-2596, December 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
18 | Athanasios Vlontzos, Bernhard Kainz, Ciarán M. Gilligan-Lee |
Estimating categorical counterfactuals via deep twin networks. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Nat. Mac. Intell. ![In: Nat. Mac. Intell. 5(2), pp. 159-168, February 2023. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2307.08494, 2023. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2311.09605, 2023. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2305.10069, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
18 | Fausto Barbero, Jonni Virtema |
Expressivity Landscape for Logics with Probabilistic Interventionist Counterfactuals. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2303.11993, 2023. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2304.00487, 2023. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2306.12146, 2023. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2306.14308, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
18 | Susanne Dandl, Andreas Hofheinz, Martin Binder, Bernd Bischl, Giuseppe Casalicchio |
counterfactuals: An R Package for Counterfactual Explanation Methods. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2304.06569, 2023. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICLP ![In: Proceedings 39th International Conference on Logic Programming, ICLP 2023, Imperial College London, UK, 9th July 2023 - 15th July 2023., pp. 58-64, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
18 | Edmund Dervakos, Konstantinos Thomas, Giorgos Filandrianos, Giorgos Stamou |
Choose your Data Wisely: A Framework for Semantic Counterfactuals. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2305.17667, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
18 | Avgerinos Delkos, Marianna Girlando |
A dynamic approach to ceteris paribus counterfactuals. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2312.15209, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
18 | Sujan Sai Gannamaneni, Michael Mock, Maram Akila |
Assessing Systematic Weaknesses of DNNs using Counterfactuals. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2308.01614, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
18 | Yongho Song, Dahyun Lee, Kyungjae Lee 0002, Jinyeong Yeo |
Revisiting Dense Retrieval with Unanswerable Counterfactuals. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2304.03031, 2023. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2311.11629, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
18 | Giuliano Rosella, Jan Sprenger |
Causal Modeling Semantics for Counterfactuals with Disjunctive Antecedents. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2304.14817, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
18 | Klaus-Rudolf Kladny, Julius von Kügelgen, Bernhard Schölkopf, Michael Muehlebach |
Deep Backtracking Counterfactuals for Causally Compliant Explanations. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2310.07665, 2023. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2312.10648, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
18 | Patrick Altmeyer, Arie van Deursen, Cynthia C. S. Liem |
Explaining Black-Box Models through Counterfactuals. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2308.07198, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
18 | Fausto Barbero, Gabriel Sandu |
Multiteam semantics for interventionist counterfactuals: probabilities and causation. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2305.02613, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
18 | Helena Löfström, Tuwe Löfström, Ulf Johansson, Cecilia Sönströd |
Calibrated Explanations: with Uncertainty Information and Counterfactuals. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2305.02305, 2023. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2309.04284, 2023. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2305.13535, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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18 | Milan Bhan, Jean-Noël Vittaut, Nicolas Chesneau, Marie-Jeanne Lesot |
TIGTEC : Token Importance Guided TExt Counterfactuals. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2304.12425, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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18 | Fausto Barbero |
On the logic of interventionist counterfactuals under indeterministic causal laws. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2312.07223, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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18 | Supriya Nagesh, Nina Mishra, Yonatan Naamad, James M. Rehg, Mehul A. Shah, Alexei Wagner |
Explaining a machine learning decision to physicians via counterfactuals. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2306.06325, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2303.09297, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2308.10984, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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18 | Bernd Finkbeiner, Julian Siber |
Counterfactuals Modulo Temporal Logics. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2306.08916, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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18 | Fausto Barbero, Jonni Virtema |
Strongly complete axiomatization for a logic with probabilistic interventionist counterfactuals. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2304.02964, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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18 | Tiep Le, Vasudev Lal, Phillip Howard |
COCO-Counterfactuals: Automatically Constructed Counterfactual Examples for Image-Text Pairs. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2309.14356, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2301.08175, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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18 | Shashank Shekhar, Asif Salim, Adesh Bansode, Vivaswan Jinturkar, Anirudha Nayak |
A PSO Based Method to Generate Actionable Counterfactuals for High Dimensional Data. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2311.12825, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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18 | Qiuyi Zhang, Michael S. Lee, Sherol Chen |
Leveraging Contextual Counterfactuals Toward Belief Calibration. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2307.06513, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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18 | Lyle Regenwetter, Yazan Abu Obaideh, Faez Ahmed |
Counterfactuals for Design: A Model-Agnostic Method For Design Recommendations. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2305.11308, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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18 | Thao Le 0002, Tim Miller 0001, Ronal Singh, Liz Sonenberg |
Explaining Model Confidence Using Counterfactuals. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2303.05729, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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18 | Susu Sun, Stefano Woerner, Andreas Maier 0001, Lisa M. Koch, Christian F. Baumgartner |
Inherently Interpretable Multi-Label Classification Using Class-Specific Counterfactuals. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2303.00500, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2310.03457, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2310.00603, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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18 | Deqing Fu, Ameya Godbole, Robin Jia |
SCENE: Self-Labeled Counterfactuals for Extrapolating to Negative Examples. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2305.07984, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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18 | Nina Weng, Paraskevas Pegios, Aasa Feragen, Eike Petersen, Siavash Bigdeli |
Fast Diffusion-Based Counterfactuals for Shortcut Removal and Generation. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2312.14223, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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18 | Sean Kulinski, Zeyu Zhou, Ruqi Bai, Murat Kocaoglu, David I. Inouye |
Towards Characterizing Domain Counterfactuals For Invertible Latent Causal Models. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2306.11281, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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18 | Leopoldo E. Bertossi |
Attribution-Scores and Causal Counterfactuals as Explanations in Artificial Intelligence. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2303.02829, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2306.14978, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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18 | Juha Karvanen, Santtu Tikka, Matti Vihola |
Simulating counterfactuals. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2306.15328, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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18 | Fabio De Sousa Ribeiro, Tian Xia, Miguel Monteiro, Nick Pawlowski, Ben Glocker |
High Fidelity Image Counterfactuals with Probabilistic Causal Models. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2306.15764, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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18 | Anjana Wijekoon, Nirmalie Wiratunga |
A user-centred evaluation of DisCERN: Discovering counterfactuals for code vulnerability detection and correction. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Knowl. Based Syst. ![In: Knowl. Based Syst. 278, pp. 110830, October 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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18 | Holger Andreas, Matthias Armgardt, Mario Günther |
Counterfactuals for causal responsibility in legal contexts. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Artif. Intell. Law ![In: Artif. Intell. Law 31(1), pp. 115-132, March 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Comput. Methods Programs Biomed. ![In: Comput. Methods Programs Biomed. 236, pp. 107550, June 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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18 | Bhishma Dedhia, Roshini Balasubramanian, Niraj K. Jha |
SCouT: Synthetic Counterfactuals via Spatiotemporal Transformers for Actionable Healthcare. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ACM Trans. Comput. Heal. ![In: ACM Trans. Comput. Heal. 4(4), pp. 23:1-23:28, October 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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18 | Claudio E. A. Pizzi |
Axioms for a Logic of Consequential Counterfactuals. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Log. J. IGPL ![In: Log. J. IGPL 31(5), pp. 907-925, September 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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18 | Milan Bhan, Jean-Noël Vittaut, Nicolas Chesneau, Marie-Jeanne Lesot |
TIGTEC: Token Importance Guided TExt Counterfactuals. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ECML/PKDD (3) ![In: Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference, ECML PKDD 2023, Turin, Italy, September 18-22, 2023, Proceedings, Part III, pp. 496-512, 2023, Springer, 978-3-031-43417-4. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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18 | Lorenzo Betti, Carlo Abrate, Francesco Bonchi, Andreas Kaltenbrunner |
Relevance-based Infilling for Natural Language Counterfactuals. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CIKM ![In: Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023, pp. 88-98, 2023, ACM. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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18 | Bernd Finkbeiner, Julian Siber |
Counterfactuals Modulo Temporal Logics. ![Search on Bibsonomy](Pics/bibsonomy.png) |
LPAR ![In: LPAR 2023: Proceedings of 24th International Conference on Logic for Programming, Artificial Intelligence and Reasoning, Manizales, Colombia, 4-9th June 2023., pp. 181-204, 2023, EasyChair. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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18 | Supriya Nagesh, Nina Mishra, Yonatan Naamad, James M. Rehg, Mehul A. Shah, Alexei Wagner |
Explaining a machine learning decision to physicians via counterfactuals. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CHIL ![In: Conference on Health, Inference, and Learning, CHIL 2023, Broad Institute of MIT and Harvard (Merkin Building), 415 Main Street, Cambridge, MA, USA., pp. 556-577, 2023, PMLR. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
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18 | Fabrizio Angiulli, Fabio Fassetti, Simona Nisticò, Luigi Palopoli 0001 |
Counterfactuals Explanations for Outliers via Subspaces Density Contrastive Loss. ![Search on Bibsonomy](Pics/bibsonomy.png) |
DS ![In: Discovery Science - 26th International Conference, DS 2023, Porto, Portugal, October 9-11, 2023, Proceedings, pp. 159-173, 2023, Springer, 978-3-031-45274-1. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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18 | Mi Zhang 0006, Tieyun Qian, Ting Zhang, Xin Miao |
Towards Model Robustness: Generating Contextual Counterfactuals for Entities in Relation Extraction. ![Search on Bibsonomy](Pics/bibsonomy.png) |
WWW ![In: Proceedings of the ACM Web Conference 2023, WWW 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023, pp. 1832-1842, 2023, ACM, 978-1-4503-9416-1. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CLIP/FAIMI/EPIMI@MICCAI ![In: Clinical Image-Based Procedures, Fairness of AI in Medical Imaging, and Ethical and Philosophical Issues in Medical Imaging - 12th International Workshop, CLIP 2023 1st International Workshop, FAIMI 2023 and 2nd International Workshop, EPIMI 2023 Vancouver, BC, Canada, October 8 and October 12, 2023 Proceedings, pp. 276-286, 2023, Springer, 978-3-031-45248-2. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
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18 | Susu Sun, Stefano Woerner, Andreas K. Maier, Lisa M. Koch, Christian F. Baumgartner |
Inherently Interpretable Multi-Label Classification Using Class-Specific Counterfactuals. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MIDL ![In: Medical Imaging with Deep Learning, MIDL 2023, 10-12 July 2023, Nashville, TN, USA., pp. 937-956, 2023, PMLR. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP BibTeX RDF |
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18 | Rifat Mehreen Amin |
Multi-Objective Counterfactuals for Counterfactual Fairness in User Centered AI. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MuC (Workshopband) ![In: Mensch und Computer 2023 - Workshopband, Rapperswil, Switzerland, September 3-6, 2023, 2023, Gesellschaft für Informatik e.V.. The full citation details ...](Pics/full.jpeg) |
2023 |
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