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Responsible AI

2,003 papers

Papers per year

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Papers

Evaluating adversarial attacks against multiple fact verification systems EMNLP 2019
Using Pre-Training Can Improve Model Robustness and Uncertainty ICML 2019
The Implicit Fairness Criterion of Unconstrained Learning ICML 2019
The Design of Human Oversight in Autonomous Weapon Systems IJCAI 2019
A Compliance Checking Framework for DNN Models IJCAI 2019
Are We Modeling the Task or the Annotator? An Investigation of Annotator Bias in Natural Language Understanding Datasets IJCNLP 2019
The Woman Worked as a Babysitter: On Biases in Language Generation IJCNLP 2019
Survey Talk: Preserving Privacy in Speaker and Speech Characterisation INTERSPEECH 2019
Identifying and Reducing Gender Bias in Word-Level Language Models NAACL 2019
Constructing Unrestricted Adversarial Examples with Generative Models NIPS 2018
Fairness Through Computationally-Bounded Awareness NIPS 2018
PointNetVLAD: Deep Point Cloud Based Retrieval for Large-Scale Place Recognition CVPR 2018
Residual Unfairness in Fair Machine Learning from Prejudiced Data ICML 2018
Preventing Fairness Gerrymandering: Auditing and Learning for Subgroup Fairness ICML 2018
Blind Justice: Fairness with Encrypted Sensitive Attributes ICML 2018
On a Scientific Discipline (Once) Named AI IJCAI 2018
Towards Consumer-Empowering Artificial Intelligence IJCAI 2018
Partakable Technology IJCAI 2018
On the Utility of Lay Summaries and AI Safety Disclosures: Toward Robust, Open Research Oversight NAACL 2018
Avoiding Discrimination through Causal Reasoning NIPS 2017
Learning Non-Discriminatory Predictors COLT 2017
Men Also Like Shopping: Reducing Gender Bias Amplification using Corpus-level Constraints EMNLP 2017
Meritocratic Fairness for Cross-Population Selection ICML 2017
From Automation to Autonomous Systems: A Legal Phenomenology with Problems of Accountability IJCAI 2017
Context-Based Reasoning on Privacy in Internet of Things IJCAI 2017