Search results for "Accountability"

Hits ?▲	Authors	Title	Venue	Year	Link
14	Laura Fernández-Becerra, Ángel Manuel Guerrero-Higueras, Francisco Javier Rodríguez-Lera, Camino Fernández Llamas	Analysis of the Performance of Different Accountability Strategies for Autonomous Robots.	CISIS-ICEUTE	2021	DBLP DOI BibTeX RDF
14	Vahid Yazdanpanah, Sebastian Stein 0001, Enrico H. Gerding, Nicholas R. Jennings	Applying Strategic Reasoning for Accountability Ascription in Multiagent Teams.	AISafety@IJCAI	2021	DBLP BibTeX RDF
14	Erik Philip Blasch, Johan Pieter de Villiers, Gregor Pavin, Anne-Laure Jousselme, Paulo C. G. Costa, Kathryn B. Laskey, Jurgen Ziegler 0003	Use of the URREF towards Information Fusion Accountability Evaluation.	FUSION	2021	DBLP BibTeX RDF
14	David Ebo Adjepon-Yamoah	Cloud Accountability Method: Towards Accountable Cloud Service-Level Agreements.	ICICT (3)	2021	DBLP DOI BibTeX RDF
14	Matteo Baldoni, Cristina Baroglio, Roberto Micalizio, Stefano Tedeschi 0001	Robustness Based on Accountability in Multiagent Organizations. (PDF / PS)	AAMAS	2021	DBLP BibTeX RDF
14	Paul Ryan, Rob Brennan	Demonstrating GDPR Accountability with CSM-ROPA: Extensions to the Data Privacy Vocabulary.	ICEIS (2)	2021	DBLP DOI BibTeX RDF
14	Nazatul Haque Sultan, Vijay Varadharajan, Chandan Kumar Chaudhary, Seyit Camtepe, Surya Nepal	A Secure Access and Accountability Framework for Provisioning Services in Named Data Networks.	SRDS	2021	DBLP DOI BibTeX RDF
14	Xiaojian Li, Jing Chen, Yiyi Jiang, Hangping Hu, Haopeng Yang	An Accountability-Oriented Generation approach to Time-Varying Structure of Cloud Service.	SCC	2021	DBLP DOI BibTeX RDF
14	Linus Feiten	Take the power back!: : Secrecy, accountability and trust in the Digital Age.		2021	RDF
14	Won-Ik Cho, Ji Won Kim, Jaeyeong Yang, Nam Soo Kim	Towards Cross-Lingual Generalization of Translation Gender Bias.	FAccT	2021	DBLP DOI BibTeX RDF
14	Mats Mulder, Oana Inel, Jasper Oosterman, Nava Tintarev	Operationalizing Framing to Support Multiperspective Recommendations of Opinion Pieces.	FAccT	2021	DBLP DOI BibTeX RDF
14	Atoosa Kasirzadeh, Andrew Smart	The Use and Misuse of Counterfactuals in Ethical Machine Learning.	FAccT	2021	DBLP DOI BibTeX RDF
14	Severin Kacianka, Alexander Pretschner	Designing Accountable Systems.	FAccT	2021	DBLP DOI BibTeX RDF
14	Luke Stark, Jesse Hoey	The Ethics of Emotion in Artificial Intelligence Systems.	FAccT	2021	DBLP DOI BibTeX RDF
14	Kendra Albert, Maggie K. Delano	This Whole Thing Smacks of Gender: Algorithmic Exclusion in Bioimpedance-based Body Composition Analysis.	FAccT	2021	DBLP DOI BibTeX RDF
14	Ramya Srinivasan 0002, Kanji Uchino	Biases in Generative Art: A Causal Look from the Lens of Art History.	FAccT	2021	DBLP DOI BibTeX RDF
14	Abhisek Dash, Abhijnan Chakraborty, Saptarshi Ghosh 0001, Animesh Mukherjee 0001, Krishna P. Gummadi	When the Umpire is also a Player: Bias in Private Label Product Recommendations on E-commerce Marketplaces.	FAccT	2021	DBLP DOI BibTeX RDF
14	Smitha Milli, Luca Belli, Moritz Hardt	From Optimizing Engagement to Measuring Value.	FAccT	2021	DBLP DOI BibTeX RDF
14	Ryan Steed, Aylin Caliskan	Image Representations Learned With Unsupervised Pre-Training Contain Human-like Biases.	FAccT	2021	DBLP DOI BibTeX RDF
14	Elinor Benami, Reid Whitaker, Vincent La, Hongjin Lin, Brandon R. Anderson, Daniel E. Ho	The Distributive Effects of Risk Prediction in Environmental Compliance: Algorithmic Design, Environmental Justice, and Public Policy.	FAccT	2021	DBLP DOI BibTeX RDF
14	Eddie Yang, Margaret E. Roberts	Censorship of Online Encyclopedias: Implications for NLP Models.	FAccT	2021	DBLP DOI BibTeX RDF
14	Ari Ball-Burack, Michelle Seng Ah Lee, Jennifer Cobbe, Jatinder Singh	Differential Tweetment: Mitigating Racial Dialect Bias in Harmful Tweet Detection.	FAccT	2021	DBLP DOI BibTeX RDF
14	Victoria Cheng, Vinith M. Suriyakumar, Natalie Dullerud, Shalmali Joshi, Marzyeh Ghassemi	Can You Fake It Until You Make It?: Impacts of Differentially Private Synthetic Data on Downstream Classification Fairness.	FAccT	2021	DBLP DOI BibTeX RDF
14	Inioluwa Deborah Raji, Morgan Klaus Scheuerman, Razvan Amironesei	You Can't Sit With Us: Exclusionary Pedagogy in AI Ethics Education.	FAccT	2021	DBLP DOI BibTeX RDF
14	Bahar Taskesen, Jose H. Blanchet, Daniel Kuhn 0001, Viet Anh Nguyen	A Statistical Test for Probabilistic Fairness.	FAccT	2021	DBLP DOI BibTeX RDF
14	Elias Grünewald, Frank Pallas	TILT: A GDPR-Aligned Transparency Information Language and Toolkit for Practical Privacy Engineering.	FAccT	2021	DBLP DOI BibTeX RDF
14	Maria Kasinidou, Styliani Kleanthous, Pinar Barlas, Jahna Otterbacher	I agree with the decision, but they didn't deserve this: Future Developers' Perception of Fairness in Algorithmic Decisions.	FAccT	2021	DBLP DOI BibTeX RDF
14	Elena Beretta, Antonio Vetrò, Bruno Lepri, Juan Carlos De Martin	Detecting discriminatory risk through data annotation based on Bayesian inferences.	FAccT	2021	DBLP DOI BibTeX RDF
14	Kathleen Creel, Deborah Hellman	The Algorithmic Leviathan: Arbitrariness, Fairness, and Opportunity in Algorithmic Decision Making Systems.	FAccT	2021	DBLP DOI BibTeX RDF
14	Vedant Nanda, Samuel Dooley, Sahil Singla 0002, Soheil Feizi, John P. Dickerson	Fairness Through Robustness: Investigating Robustness Disparity in Deep Learning.	FAccT	2021	DBLP DOI BibTeX RDF
14	Emily M. Bender, Timnit Gebru, Angelina McMillan-Major, Shmargaret Shmitchell	On the Dangers of Stochastic Parrots: Can Language Models Be Too Big?	FAccT	2021	DBLP DOI BibTeX RDF
14	Ronan Hamon, Henrik Junklewitz, Gianclaudio Malgieri, Paul de Hert, Laurent Beslay, Ignacio Sánchez	Impossible Explanations?: Beyond explainable AI in the GDPR from a COVID-19 use case scenario.	FAccT	2021	DBLP DOI BibTeX RDF
14	Simone Diniz Junqueira Barbosa, Gabriel Diniz Junqueira Barbosa, Clarisse Sieckenius de Souza, Carla Faria Leitão	A Semiotics-based epistemic tool to reason about ethical issues in digital technology design and development.	FAccT	2021	DBLP DOI BibTeX RDF
14	Hong Shen, Wesley H. Deng, Aditi Chattopadhyay, Zhiwei Steven Wu, Xu Wang 0016, Haiyi Zhu	Value Cards: An Educational Toolkit for Teaching Social Impacts of Machine Learning through Deliberation.	FAccT	2021	DBLP DOI BibTeX RDF
14	Leif Hancox-Li, I. Elizabeth Kumar	Epistemic values in feature importance methods: Lessons from feminist epistemology.	FAccT	2021	DBLP DOI BibTeX RDF
14	Nithya Sambasivan, Erin Arnesen, Ben Hutchinson, Tulsee Doshi, Vinodkumar Prabhakaran	Re-imagining Algorithmic Fairness in India and Beyond.	FAccT	2021	DBLP DOI BibTeX RDF
14	Fereshte Khani, Percy Liang	Removing Spurious Features can Hurt Accuracy and Affect Groups Disproportionately.	FAccT	2021	DBLP DOI BibTeX RDF
14	Sérgio M. Jesus, Catarina Belém, Vladimir Balayan, João Bento 0002, Pedro Saleiro, Pedro Bizarro, João Gama 0001	How can I choose an explainer?: An Application-grounded Evaluation of Post-hoc Explanations.	FAccT	2021	DBLP DOI BibTeX RDF
14	Hongjing Zhang, Ian Davidson	Towards Fair Deep Anomaly Detection.	FAccT	2021	DBLP DOI BibTeX RDF
14	Maximilian Kasy, Rediet Abebe	Fairness, Equality, and Power in Algorithmic Decision-Making.	FAccT	2021	DBLP DOI BibTeX RDF
14	Amir-Hossein Karimi, Bernhard Schölkopf, Isabel Valera	Algorithmic Recourse: from Counterfactual Explanations to Interventions.	FAccT	2021	DBLP DOI BibTeX RDF
14	Atoosa Kasirzadeh	Reasons, Values, Stakeholders: A Philosophical Framework for Explainable Artificial Intelligence.	FAccT	2021	DBLP DOI BibTeX RDF
14	Milagros Miceli, Tianling Yang, Laurens Naudts, Martin Schuessler, Diana Serbanescu, Alex Hanna	Documenting Computer Vision Datasets: An Invitation to Reflexive Data Practices.	FAccT	2021	DBLP DOI BibTeX RDF
14	Nikhil Garg 0001, Hannah Li, Faidra Monachou	Standardized Tests and Affirmative Action: The Role of Bias and Variance.	FAccT	2021	DBLP DOI BibTeX RDF
14	Joshua Williams, J. Zico Kolter	A Bayesian Model of Cash Bail Decisions.	FAccT	2021	DBLP DOI BibTeX RDF
14	Pranjal Awasthi, Alex Beutel, Matthäus Kleindessner, Jamie Morgenstern, Xuezhi Wang 0002	Evaluating Fairness of Machine Learning Models Under Uncertain and Incomplete Information.	FAccT	2021	DBLP DOI BibTeX RDF
14	Angela E. Kilby	Algorithmic Fairness in Predicting Opioid Use Disorder using Machine Learning.	FAccT	2021	DBLP DOI BibTeX RDF
14	P. M. Krafft, Meg Young, Michael A. Katell, Jennifer E. Lee, Shankar Narayan, Micah Epstein, Dharma Dailey, Bernease Herman, Aaron Tam, Vivian Guetler, Corinne Bintz, Daniella Raz, Pa Ousman Jobe, Franziska Putz, Brian Robick, Bissan Barghouti	An Action-Oriented AI Policy Toolkit for Technology Audits by Community Advocates and Activists.	FAccT	2021	DBLP DOI BibTeX RDF
14	Emily Black, Matt Fredrikson	Leave-one-out Unfairness.	FAccT	2021	DBLP DOI BibTeX RDF
14	Jwala Dhamala, Tony Sun, Varun Kumar, Satyapriya Krishna, Yada Pruksachatkun, Kai-Wei Chang, Rahul Gupta 0001	BOLD: Dataset and Metrics for Measuring Biases in Open-Ended Language Generation.	FAccT	2021	DBLP DOI BibTeX RDF
14	Abigail Z. Jacobs	Measurement and Fairness.	FAccT	2021	DBLP DOI BibTeX RDF
14	Tom Ron, Omer Ben-Porat, Uri Shalit	Corporate Social Responsibility via Multi-Armed Bandits.	FAccT	2021	DBLP DOI BibTeX RDF
14	Alon Jacovi, Ana Marasovic, Tim Miller 0001, Yoav Goldberg	Formalizing Trust in Artificial Intelligence: Prerequisites, Causes and Goals of Human Trust in AI.	FAccT	2021	DBLP DOI BibTeX RDF
14	Mehrdad Ghadiri, Samira Samadi, Santosh S. Vempala	Socially Fair k-Means Clustering.	FAccT	2021	DBLP DOI BibTeX RDF
14	Nil-Jana Akpinar, Maria De-Arteaga, Alexandra Chouldechova	The effect of differential victim crime reporting on predictive policing systems.	FAccT	2021	DBLP DOI BibTeX RDF
14	Nathan Kallus, Angela Zhou	Fairness, Welfare, and Equity in Personalized Pricing.	FAccT	2021	DBLP DOI BibTeX RDF
14	Corinna Hertweck, Christoph Heitz, Michele Loi	On the Moral Justification of Statistical Parity.	FAccT	2021	DBLP DOI BibTeX RDF
14	Joon Sung Park, Danielle Bragg, Ece Kamar, Meredith Ringel Morris	Designing an Online Infrastructure for Collecting AI Data From People With Disabilities.	FAccT	2021	DBLP DOI BibTeX RDF
14	Jessie Finocchiaro, Roland Maio, Faidra Monachou, Gourab K. Patro, Manish Raghavan, Ana-Andreea Stoica, Stratis Tsirtsis	Bridging Machine Learning and Mechanism Design towards Algorithmic Fairness.	FAccT	2021	DBLP DOI BibTeX RDF
14	Jennifer Cobbe, Michelle Seng Ah Lee, Jatinder Singh	Reviewable Automated Decision-Making: A Framework for Accountable Algorithmic Systems.	FAccT	2021	DBLP DOI BibTeX RDF
14	Kate Donahue, Solon Barocas	Better Together?: How Externalities of Size Complicate Notions of Solidarity and Actuarial Fairness.	FAccT	2021	DBLP DOI BibTeX RDF
14	Tim Räz	Group Fairness: Independence Revisited.	FAccT	2021	DBLP DOI BibTeX RDF
14	William Boag, Hassan Kané, Saumya Rawat, Jesse Wei, Alexander Goehler	A Pilot Study in Surveying Clinical Judgments to Evaluate Radiology Report Generation.	FAccT	2021	DBLP DOI BibTeX RDF
14	McKane Andrus, Elena Spitzer, Jeffrey Brown, Alice Xiang	What We Can't Measure, We Can't Understand: Challenges to Demographic Data Procurement in the Pursuit of Fairness.	FAccT	2021	DBLP DOI BibTeX RDF
14	Zaid Khan 0001, Yun Fu 0001	One Label, One Billion Faces: Usage and Consistency of Racial Categories in Computer Vision.	FAccT	2021	DBLP DOI BibTeX RDF
14	Alan Mishler, Edward H. Kennedy, Alexandra Chouldechova	Fairness in Risk Assessment Instruments: Post-Processing to Achieve Counterfactual Equalized Odds.	FAccT	2021	DBLP DOI BibTeX RDF
14	Harvineet Singh, Rina Singh, Vishwali Mhasawade, Rumi Chunara	Fairness Violations and Mitigation under Covariate Shift.	FAccT	2021	DBLP DOI BibTeX RDF
14	Rediet Abebe, Kehinde D. Aruleba, Abeba Birhane, Sara Kingsley, George Obaido, Sekou L. Remy, Swathi Sadagopan	Narratives and Counternarratives on Data Sharing in Africa.	FAccT	2021	DBLP DOI BibTeX RDF
14	Maxime C. Cohen, Adam N. Elmachtoub, Xiao Lei	Price Discrimination with Fairness Constraints.	FAccT	2021	DBLP DOI BibTeX RDF
14	Bran Knowles, John T. Richards	The Sanction of Authority: Promoting Public Trust in AI.	FAccT	2021	DBLP DOI BibTeX RDF
14	Stefania Ionescu, Anikó Hannák, Kenneth Joseph	An Agent-based Model to Evaluate Interventions on Online Dating Platforms to Decrease Racial Homogamy.	FAccT	2021	DBLP DOI BibTeX RDF
14	Hoda Heidari, Jon M. Kleinberg	Allocating Opportunities in a Dynamic Model of Intergenerational Mobility.	FAccT	2021	DBLP DOI BibTeX RDF
14	Neel Patel, Martin Strobel 0001, Yair Zick	High Dimensional Model Explanations: An Axiomatic Approach.	FAccT	2021	DBLP DOI BibTeX RDF
14	Amanda Coston, Neel Guha, Derek Ouyang, Lisa Lu, Alexandra Chouldechova, Daniel E. Ho	Leveraging Administrative Data for Bias Audits: Assessing Disparate Coverage with Mobility Data for COVID-19 Policy.	FAccT	2021	DBLP DOI BibTeX RDF
14	Vinith M. Suriyakumar, Nicolas Papernot, Anna Goldenberg, Marzyeh Ghassemi	Chasing Your Long Tails: Differentially Private Prediction in Health Care Settings.	FAccT	2021	DBLP DOI BibTeX RDF
14	Kira Lussier	From Papers to Programs: Courts, Corporations, Clinics and the Battle over Computerized Psychological Testing.	FAccT	2021	DBLP DOI BibTeX RDF
14	Lauren Thornton, Bran Knowles, Gordon S. Blair	Fifty Shades of Grey: In Praise of a Nuanced Approach Towards Trustworthy Design.	FAccT	2021	DBLP DOI BibTeX RDF
14	Jialu Wang, Yang Liu 0018, Caleb C. Levy	Fair Classification with Group-Dependent Label Noise.	FAccT	2021	DBLP DOI BibTeX RDF
14	Mohsen Abbasi, Aditya Bhaskara, Suresh Venkatasubramanian	Fair Clustering via Equitable Group Representations.	FAccT	2021	DBLP DOI BibTeX RDF
14	Anay Mehrotra, L. Elisa Celis	Mitigating Bias in Set Selection with Noisy Protected Attributes.	FAccT	2021	DBLP DOI BibTeX RDF
14	Samuel Yeom, Michael Carl Tschantz	Avoiding Disparity Amplification under Different Worldviews.	FAccT	2021	DBLP DOI BibTeX RDF
14	Christo Wilson, Avijit Ghosh, Shan Jiang 0008, Alan Mislove, Lewis J. Baker, Janelle Szary, Kelly Trindel, Frida Polli	Building and Auditing Fair Algorithms: A Case Study in Candidate Screening.	FAccT	2021	DBLP DOI BibTeX RDF
14	Joshua L. Martin	Spoken Corpora Data, Automatic Speech Recognition, and Bias Against African American Language: The case of Habitual 'Be'.	FAccT	2021	DBLP DOI BibTeX RDF
14	Marc Cheong, Kobi Leins, Simon Coghlan	Computer Science Communities: Who is Speaking, and Who is Listening to the Women? Using an Ethics of Care to Promote Diverse Voices.	FAccT	2021	DBLP DOI BibTeX RDF
14	Lelia Marie Hampton	Black Feminist Musings on Algorithmic Oppression.	FAccT	2021	DBLP DOI BibTeX RDF
14	Nicholas Vincent, Hanlin Li, Nicole Tilly, Stevie Chancellor, Brent J. Hecht	Data Leverage: A Framework for Empowering the Public in its Relationship with Technology Companies.	FAccT	2021	DBLP DOI BibTeX RDF
14	Kyla Chasalow, Karen Levy	Representativeness in Statistics, Politics, and Machine Learning.	FAccT	2021	DBLP DOI BibTeX RDF
14	L. Elisa Celis, Chris Hays, Anay Mehrotra, Nisheeth K. Vishnoi	The Effect of the Rooney Rule on Implicit Bias in the Long Term.	FAccT	2021	DBLP DOI BibTeX RDF
14	Dorothy DeWitt, Norlidah Alias	Support for School and Institutional Improvement and Accountability.	Encyclopedia of Education and Information Technologies	2020	DBLP DOI BibTeX RDF
14	Buomsoo (Raymond) Kim, Jinsoo Park 0001, Jihae Suh	Transparency and accountability in AI decision support: Explaining and visualizing convolutional neural networks for text information.	Decis. Support Syst.	2020	DBLP DOI BibTeX RDF
14	Isha Sharma, Kokil Jain, Gurinder Singh 0002	Effect of online political incivility on partisan attitude: role of issue involvement, moral identity and incivility accountability.	Online Inf. Rev.	2020	DBLP DOI BibTeX RDF
14	Yuxiang Ma, Yulei Wu, Jun Li 0002, Jingguo Ge	APCN: A scalable architecture for balancing accountability and privacy in large-scale content-based networks.	Inf. Sci.	2020	DBLP DOI BibTeX RDF
14	Martin Gilje Jaatun, Siani Pearson, Frederic Gittler, Ronald Leenes, Maartje G. H. Niezen	Enhancing accountability in the cloud.	Int. J. Inf. Manag.	2020	DBLP DOI BibTeX RDF
14	Petter Grytten Almklov, Kristin Halvorsen, Jens Petter Johansen	Accountability on the Fly - Accounting for Trouble in Space Operations.	Comput. Support. Cooperative Work.	2020	DBLP DOI BibTeX RDF
14	Liang Xue, Dongxiao Liu, Jianbing Ni, Xiaodong Lin 0001, Xuemin Sherman Shen	Balancing Privacy and Accountability for Industrial Mortgage Management.	IEEE Trans. Ind. Informatics	2020	DBLP DOI BibTeX RDF
14	Huikang Cao, Ruixuan Li 0001, Wenlong Tian, Zhiyong Xu 0003, Weijun Xiao	Blockchain-based accountability for multi-party oblivious RAM.	J. Parallel Distributed Comput.	2020	DBLP DOI BibTeX RDF
14	Jeanna N. Matthews	Patterns and Anti-Patterns, Principles and Pitfalls: Accountability and Transparency in AI.	AI Mag.	2020	DBLP DOI BibTeX RDF
14	Kacper Sokol, Alexander Hepburn, Rafael Poyiadzi, Matthew Clifford, Raúl Santos-Rodríguez, Peter A. Flach	FAT Forensics: A Python Toolbox for Implementing and Deploying Fairness, Accountability and Transparency Algorithms in Predictive Systems.	J. Open Source Softw.	2020	DBLP DOI BibTeX RDF
14	Ulrike Schultze, Gijs van den Heuvel, Marko Niemimaa	Enacting Accountability in IS Research after the Sociomaterial Turn(ing).	J. Assoc. Inf. Syst.	2020	DBLP DOI BibTeX RDF
14	Deven McGraw, Carolyn Petersen	From Commercialization to Accountability: Responsible Health Data Collection, Use, and Disclosure for the 21st Century.	Appl. Clin. Inform.	2020	DBLP DOI BibTeX RDF