大模型对齐与安全

Fair-SSL: Building fair ML Software with less data

Joymallya Chakraborty, Suvodeep Majumder, Huy Tu

专题命中 AI治理与伦理 ：trustworthy(abstract)；分类 cs.LG

Journal ref International Workshop on Equitable Data and Technology (FairWare 2022 ), May 9, 2022, Pittsburgh, PA, USA

DeepLSS: breaking parameter degeneracies in large scale structure with deep learning analysis of combined probes

Tomasz Kacprzak, Janis Fluri

专题命中 AI治理与伦理 ：alignment(abstract)；分类 cs.LG

Comments 18 pages, 10 figures, 2 tables, submitted to Physical Review

Australia's Approach to AI Governance in Security and Defence

Susannah Kate Devitt, Damian Copeland

专题命中 AI治理与伦理 ：trustworthy(abstract)；分类 cs.CY

Comments 60 pages, 7 boxes, 2 figures, 2 annexes, submitted for Eds M. Raska, Z. Stanley-Lockman, & R. Bitzinger. AI Governance for National Security and Defence: Assessing Military AI Strategic Perspectives. Routledge

A Complete Criterion for Value of Information in Soluble Influence Diagrams

Chris van Merwijk, Ryan Carey, Tom Everitt

专题命中 AI治理与伦理 ：safety(abstract)；分类 cs.AI

Comments In Proceedings of the AAAI 2022 Conference

HRNET: AI on Edge for mask detection and social distancing

Kinshuk Sengupta, Praveen Ranjan Srivastava

专题命中 AI治理与伦理 ：safety(abstract)；分类 cs.AI

Journal ref SN Computer Science, 2022

From the Ground Truth Up: Doing AI Ethics from Practice to Principles

James Brusseau

专题命中 AI治理与伦理 ：trustworthy(abstract)；分类 cs.CY

Journal ref AI & Soc (2022)

Artificial Intelligence Development Races in Heterogeneous Settings

Theodor Cimpeanu, Francisco C. Santos, Luis Moniz Pereira, Tom Lenaerts, The Anh Han

专题命中 AI治理与伦理 ：safety(abstract)；分类 cs.AI

Comments 42 pages, 13 figures, accepted for publication in Nature Scientific Reports

A Methodology for a Scalable, Collaborative, and Resource-Efficient Platform to Facilitate Healthcare AI Research

Raphael Y. Cohen, Vesela P. Kovacheva

专题命中 AI治理与伦理 ：safety(abstract)；分类 cs.AI

Zombies in the Loop? Humans Trust Untrustworthy AI-Advisors for Ethical Decisions

Sebastian Krügel, Andreas Ostermaier, Matthias Uhl

专题命中 AI治理与伦理 ：trustworthy(abstract)；分类 cs.CY

Ethical Assurance: A practical approach to the responsible design, development, and deployment of data-driven technologies

Christopher Burr, David Leslie

专题命中 AI治理与伦理 ：safety(abstract)；分类 cs.CY

The Highs and Lows of Simple Lexical Domain Adaptation Approaches for Neural Machine Translation

Nikolay Bogoychev, Pinzhen Chen

专题命中 AI治理与伦理 ：alignment(abstract)；分类 cs.CL

Comments Accepted at Workshop on Insights from Negative Results in NLP 2021

The Impact of Positional Encodings on Multilingual Compression

Vinit Ravishankar, Anders Søgaard

专题命中 AI治理与伦理 ：alignment(abstract)；分类 cs.CL

The ghost of AI governance past, present and future: AI governance in the European Union

Charlotte Stix

专题命中 AI治理与伦理 ：trustworthy(abstract)；分类 cs.CY

Interactive Storytelling for Children: A Case-study of Design and Development Considerations for Ethical Conversational AI

ennifer Chubba, Sondess Missaouib, Shauna Concannonc, Liam Maloneyb, James Alfred Walker

专题命中 AI治理与伦理 ：safety(abstract)；分类 cs.LG

Mediating Artificial Intelligence Developments through Negative and Positive Incentives

The Anh Han, Luis Moniz Pereira, Tom Lenaerts, Francisco C. Santos

专题命中 AI治理与伦理 ：safety(abstract)；分类 cs.AI

An Assessment of the AI Regulation Proposed by the European Commission

Patrick Glauner

专题命中 AI治理与伦理 ：safety(abstract)；分类 cs.CY

Comments To appear in the 2022 Springer book "The Future Circle of Healthcare: AI, 3D Printing, Longevity, Ethics, and Uncertainty Mitigation" edited by Sepehr Ehsani, Patrick Glauner, Philipp Plugmann and Florian M. Thieringer

Improving Confidence in the Estimation of Values and Norms

Luciano Cavalcante Siebert, Rijk Mercuur, Virginia Dignum, Jeroen van den Hoven, Catholijn Jonker

专题命中 AI治理与伦理 ：alignment(abstract)；分类 cs.AI

Comments 16 pages, 3 figures, pre-print for the International Workshop on Coordination, Organizations, Institutions, Norms and Ethics for Governance of Multi-Agent Systems (COINE), co-located with AAMAS 2020

Algorithmic Ethics: Formalization and Verification of Autonomous Vehicle Obligations

Colin Shea-Blymyer, Houssam Abbas

专题命中 AI治理与伦理 ：safety(abstract)；分类 cs.AI

Comments To be published in ACT Transactions on Cyber-Physical Systems Special Issue on Artificial Intelligence and Cyber-Physical Systems. arXiv admin note: text overlap with arXiv:2009.00738

Interpretable Artificial Intelligence through the Lens of Feature Interaction

Michael Tsang, James Enouen, Yan Liu

专题命中 AI治理与伦理 ：safety(abstract)；分类 cs.LG

From Learning to Relearning: A Framework for Diminishing Bias in Social Robot Navigation

Juana Valeria Hurtado, Laura Londoño, Abhinav Valada

专题命中 AI治理与伦理 ：safety(abstract)；分类 cs.LG

Journal ref Frontiers in Robotics and AI, 2021

Actionable Principles for Artificial Intelligence Policy: Three Pathways

Charlotte Stix

专题命中 AI治理与伦理 ：trustworthy(abstract)；分类 cs.CY

Journal ref Sci Eng Ethics 27, 15 (2021)

The Internet of Things in Ports: Six Key Security and Governance Challenges for the UK (Policy Brief)

Feja Lesniewska, Uchenna D Ani, Jeremy M Watson, Madeline Carr

专题命中 AI治理与伦理 ：safety(abstract)；分类 cs.CY

Comments 4 pages, 3 Figures, Policy Briefing, Based on research funded by EPSR and carried out by UCL STEaPP NIPC-ALIoTT collaboration project under the PETRAS Cybersecurity Hub

Journal ref The Internet of Things in Ports: Six Key Security and Governance Challenges for the UK (A Policy Brief). London: PETRAS National Centre of Excellence for IoT System Cybersecurity (2019)

Ethical Testing in the Real World: Evaluating Physical Testing of Adversarial Machine Learning

Kendra Albert, Maggie Delano, Jonathon Penney, Afsaneh Rigot, Ram Shankar Siva Kumar

专题命中 AI治理与伦理 ：safety(abstract)；分类 cs.CY

Comments Accepted to NeurIPS 2020 Workshop on Dataset Curation and Security; Also accepted at Navigating the Broader Impacts of AI Research Workshop. All authors contributed equally. The list of authors is arranged alphabetically

Investigating Taxi and Uber competition in New York City: Multi-agent modeling by reinforcement-learning

Saeed Vasebi, Yeganeh M. Hayeri

专题命中 AI治理与伦理 ：safety(abstract)；分类 cs.CY

Comments 12 pages, 10 figure

Informative Dropout for Robust Representation Learning: A Shape-bias Perspective

Baifeng Shi, Dinghuai Zhang, Qi Dai, Zhanxing Zhu, Yadong Mu, Jingdong Wang

专题命中 AI治理与伦理 ：trustworthy(abstract)；分类 cs.LG

Comments Accepted to ICML2020. Code is available at https://github.com/bfshi/InfoDrop

Dueling Deep Q-Network for Unsupervised Inter-frame Eye Movement Correction in Optical Coherence Tomography Volumes

Yasmeen M. George, Suman Sedai, Bhavna J. Antony, Hiroshi Ishikawa, Gadi Wollstein, Joel S. Schuman, Rahil Garnavi

专题命中 AI治理与伦理 ：alignment(abstract)；分类 cs.LG

FANNet: Formal Analysis of Noise Tolerance, Training Bias and Input Sensitivity in Neural Networks

Mahum Naseer, Mishal Fatima Minhas, Faiq Khalid, Muhammad Abdullah Hanif, Osman Hasan, Muhammad Shafique

专题命中 AI治理与伦理 ：safety(abstract)；分类 cs.LG

Comments To appear at the 23rd Design, Automation and Test in Europe (DATE 2020). Grenoble, France

On the Ethics of Building AI in a Responsible Manner

Shai Shalev-Shwartz, Shaked Shammah, Amnon Shashua

专题命中 AI治理与伦理 ：alignment(abstract)；分类 cs.LG

Machine Learning at the Wireless Edge: Distributed Stochastic Gradient Descent Over-the-Air

Mohammad Mohammadi Amiri, Deniz Gunduz

专题命中 AI治理与伦理 ：alignment(abstract)；分类 cs.LG

Comments IEEE Transactions on Signal Processing, Early Access, Mar. 2020

AI loyalty: A New Paradigm for Aligning Stakeholder Interests

Anthony Aguirre, Gaia Dempsey, Harry Surden, Peter B. Reiner

专题命中 AI治理与伦理 ：alignment(abstract)；分类 cs.CY