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Alessandro Bozzon
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Publications
- 2023
- [c153]Agathe Balayn, Natasa Rikalo, Jie Yang, Alessandro Bozzon:
Faulty or Ready? Handling Failures in Deep-Learning Computer Vision Models until Deployment: A Study of Practices, Challenges, and Needs. CHI 2023: 11:1-11:20 - [c152]Mireia Yurrita, Tim Draws, Agathe Balayn, Dave Murray-Rust, Nava Tintarev, Alessandro Bozzon:
Disentangling Fairness Perceptions in Algorithmic Decision-Making: the Effects of Explanations, Human Oversight, and Contestability. CHI 2023: 134:1-134:21 - [c144]Shahin Sharifi Noorian, Sihang Qiu, Burcu Sayin, Agathe Balayn, Ujwal Gadiraju, Jie Yang, Alessandro Bozzon:
Perspective: Leveraging Human Understanding for Identifying and Characterizing Image Atypicality. IUI 2023: 650-663 - 2022
- [c140]Agathe Balayn, Natasa Rikalo, Christoph Lofi, Jie Yang, Alessandro Bozzon:
How can Explainability Methods be Used to Support Bug Identification in Computer Vision Models? CHI 2022: 184:1-184:16 - [c138]Mireia Yurrita, Dave Murray-Rust, Agathe Balayn, Alessandro Bozzon:
Towards a multi-stakeholder value-based assessment framework for algorithmic systems. FAccT 2022: 535-563 - [i13]Mireia Yurrita, Dave Murray-Rust, Agathe Balayn, Alessandro Bozzon:
Towards a multi-stakeholder value-based assessment framework for algorithmic systems. CoRR abs/2205.04525 (2022) - 2021
- [j17]Agathe Balayn, Jie Yang, Zoltán Szlávik, Alessandro Bozzon:
Automatic Identification of Harmful, Aggressive, Abusive, and Offensive Language on the Web: A Survey of Technical Biases Informed by Psychology Literature. ACM Trans. Soc. Comput. 4(3): 11:1-11:56 (2021) - [c130]Agathe Balayn, Panagiotis Soilis, Christoph Lofi, Jie Yang, Alessandro Bozzon:
What do You Mean? Interpreting Image Classification with Crowdsourced Concept Extraction and Analysis. WWW 2021: 1937-1948 - 2019
- [i7]Agathe Balayn, Alessandro Bozzon, Zoltán Szlávik:
Unfairness towards subjective opinions in Machine Learning. CoRR abs/1911.02455 (2019) - [i6]Agathe Balayn, Alessandro Bozzon:
Designing Evaluations of Machine Learning Models for Subjective Inference: The Case of Sentence Toxicity. CoRR abs/1911.02471 (2019) - 2018
- [c108]Agathe Balayn, Panagiotis Mavridis, Alessandro Bozzon, Benjamin Timmermans, Zoltán Szlávik:
Expert Disagreement in Sequential Labeling: A Case Study on Adjudication in Medical Time Series Analysis (short paper). SAD/CrowdBias@HCOMP 2018: 67-71
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