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SensitiveLoss: Improving Accuracy and Fairness of Face Representations with Discrimination-Aware Deep Learning
We propose a new discrimination-aware learning method to improve both ac...
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Algorithmic Discrimination: Formulation and Exploration in Deep Learning-based Face Biometrics
The most popular face recognition benchmarks assume a distribution of su...
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Human detection of machine manipulated media
Recent advances in neural networks for content generation enable artific...
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Evaluating Style Transfer for Text
Research in the area of style transfer for text is currently bottlenecke...
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Price of Anarchy in Algorithmic Matching of Romantic Partners
Algorithmic-matching sites offer users access to an unprecedented number...
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Closing the AI Knowledge Gap
AI researchers employ not only the scientific method, but also methodolo...
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Blaming humans in autonomous vehicle accidents: Shared responsibility across levels of automation
When a semi-autonomous car crashes and harms someone, how are blame and ...
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MemeSequencer: Sparse Matching for Embedding Image Macros
The analysis of the creation, mutation, and propagation of social media ...
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A Computational Model of Commonsense Moral Decision Making
We introduce a new computational model of moral decision making, drawing...
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Facebook's gender divide
Online social media are information resources that can have a transforma...
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A Voting-Based System for Ethical Decision Making
We present a general approach to automating ethical decisions, drawing o...
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Regulating Highly Automated Robot Ecologies: Insights from Three User Studies
Highly automated robot ecologies (HARE), or societies of independent aut...
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Using millions of emoji occurrences to learn any-domain representations for detecting sentiment, emotion and sarcasm
NLP tasks are often limited by scarcity of manually annotated data. In s...
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Superintelligence cannot be contained: Lessons from Computability Theory
Superintelligence is a hypothetical agent that possesses intelligence fa...
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Pareto Optimality and Strategy Proofness in Group Argument Evaluation (Extended Version)
An inconsistent knowledge base can be abstracted as a set of arguments a...
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Experimental Assessment of Aggregation Principles in Argumentation-enabled Collective Intelligence
On the Web, there is always a need to aggregate opinions from the crowd ...
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Judgment Aggregation in Multi-Agent Argumentation
Given a set of conflicting arguments, there can exist multiple plausible...
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