Responsible AI

Meaningful Explanations of Black Box AI Decision Systems AAAI 2019 Online aggression from a sociological perspective: An integrative view on determinants and possible countermeasures ACL 2019 Optimal Noise-Adding Mechanism in Additive Differential Privacy AISTATS 2019 Paradoxes in Fair Machine Learning NeurIPS 2019 Robust Attribution Regularization NeurIPS 2019 Survey Talk: Preserving Privacy in Speaker and Speech Characterisation Interspeech 2019 The Design of Human Oversight in Autonomous Weapon Systems IJCAI 2019 The Implicit Fairness Criterion of Unconstrained Learning ICML 2019 The many dimensions of algorithmic fairness in educational applications ACL 2019 Using Pre-Training Can Improve Model Robustness and Uncertainty ICML 2019 Blind Justice: Fairness with Encrypted Sensitive Attributes ICML 2018 Constructing Unrestricted Adversarial Examples with Generative Models NeurIPS 2018 Evolving AI from Research to Real Life – Some Challenges and Suggestions IJCAI 2018 Fairness Through Computationally-Bounded Awareness NeurIPS 2018 On a Scientific Discipline (Once) Named AI IJCAI 2018 On the Utility of Lay Summaries and AI Safety Disclosures: Toward Robust, Open Research Oversight NAACL 2018 Partakable Technology IJCAI 2018 PointNetVLAD: Deep Point Cloud Based Retrieval for Large-Scale Place Recognition CVPR 2018 Preventing Fairness Gerrymandering: Auditing and Learning for Subgroup Fairness ICML 2018 Residual Unfairness in Fair Machine Learning from Prejudiced Data ICML 2018 Towards Consumer-Empowering Artificial Intelligence IJCAI 2018 Avoiding Discrimination through Causal Reasoning NeurIPS 2017 Context-Based Reasoning on Privacy in Internet of Things IJCAI 2017 Demographic Word Embeddings for Racism Detection on Twitter IJCNLP 2017 From Automation to Autonomous Systems: A Legal Phenomenology with Problems of Accountability IJCAI 2017