Jiahao Chen

According to our database, Jiahao Chen authored at least 24 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

The four-fifths rule is not disparate impact: A woeful tale of epistemic trespassing in algorithmic fairness.

Elizabeth Anne Watkins, Jiahao Chen

Proceedings of the 2024 ACM Conference on Fairness, Accountability, and Transparency, 2024

2023

Can Querying for Bias Leak Protected Attributes? Achieving Privacy With Smooth Sensitivity.

Faisal Hamman, Jiahao Chen, Sanghamitra Dutta

Proceedings of the 2023 ACM Conference on Fairness, Accountability, and Transparency, 2023

2021

Beyond Fairness Metrics: Roadblocks and Challenges for Ethical AI in Practice.

Jiahao Chen, Victor Storchan, Eren Kurshan

CoRR, 2021

Ontology drift is a challenge for explainable data governance.

Jiahao Chen

CoRR, 2021

Seven challenges for harmonizing explainability requirements.

Jiahao Chen, Victor Storchan

CoRR, 2021

Are My Deep Learning Systems Fair? An Empirical Study of Fixed-Seed Training.

Shangshu Qian, Hung Viet Pham, Thibaud Lutellier, Zeou Hu, Jungwon Kim, Lin Tan, Yaoliang Yu, Jiahao Chen, Sameena Shah

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

On the current and emerging challenges of developing fair and ethical AI solutions in financial services.

Eren Kurshan, Jiahao Chen, Victor Storchan, Hongda Shen

Proceedings of the ICAIF'21: 2nd ACM International Conference on AI in Finance, Virtual Event, November 3, 2021

2020

Debiasing classifiers: is reality at variance with expectation?

Ashrya Agrawal, Florian Pfisterer, Bernd Bischl, Jiahao Chen, Srijan Sood, Sameena Shah, Francois Buet-Golfouse, Bilal A. Mateen, Sebastian J. Vollmer

CoRR, 2020

Model-Agnostic Characterization of Fairness Trade-offs.

Joon Sik Kim, Jiahao Chen, Ameet Talwalkar

CoRR, 2020

FACT: A Diagnostic for Group Fairness Trade-offs.

Joon Sik Kim, Jiahao Chen, Ameet Talwalkar

Proceedings of the 37th International Conference on Machine Learning, 2020

Towards self-regulating AI: challenges and opportunities of AI model governance in financial services.

Eren Kurshan, Hongda Shen, Jiahao Chen

Proceedings of the ICAIF '20: The First ACM International Conference on AI in Finance, 2020

Paying down metadata debt: learning the representation of concepts using topic models.

Jiahao Chen, Manuela Veloso

Proceedings of the ICAIF '20: The First ACM International Conference on AI in Finance, 2020

CryptoCredit: securely training fair models.

Leo de Castro, Jiahao Chen, Antigoni Polychroniadou

Proceedings of the ICAIF '20: The First ACM International Conference on AI in Finance, 2020

Heuristics for Link Prediction in Multiplex Networks.

Robert E. Tillman, Vamsi K. Potluru, Jiahao Chen, Prashant P. Reddy, Manuela Veloso

Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020

2019

Fairness Under Unawareness: Assessing Disparity When Protected Class Is Unobserved.

Jiahao Chen, Nathan Kallus, Xiaojie Mao, Geoffry Svacha, Madeleine Udell

Proceedings of the Conference on Fairness, Accountability, and Transparency, 2019

2018

Julia: dynamism and performance reconciled by design.

Jeff Bezanson, Jiahao Chen, Benjamin Chung, Stefan Karpinski, Viral B. Shah, Jan Vitek, Lionel Zoubritzky

Proc. ACM Program. Lang., 2018

Fair lending needs explainable models for responsible recommendation.

Jiahao Chen

CoRR, 2018

Linguistic Relativity and Programming Languages.

Jiahao Chen

CoRR, 2018

Fast computation of the principal components of genotype matrices in Julia.

Jiahao Chen, Andreas Noack, Alan Edelman

CoRR, 2018

Fast Flexible Function Dispatch in Julia.

Jeff Bezanson, Jake Bolewski, Jiahao Chen

CoRR, 2018

2016

Robust benchmarking in noisy environments.

Jiahao Chen, Jarrett Revels

CoRR, 2016

The Right Way to Search Evolving Graphs.

Jiahao Chen, Weijian Zhang

Proceedings of the 2016 IEEE International Parallel and Distributed Processing Symposium Workshops, 2016

2014

Parallel prefix polymorphism permits parallelization, presentation & proof.

Jiahao Chen, Alan Edelman

Proceedings of the 1st First Workshop for High Performance Technical Computing in Dynamic Languages, 2014

Array Operators Using Multiple Dispatch: A design methodology for array implementations in dynamic languages.

Jeff Bezanson, Jiahao Chen, Stefan Karpinski, Viral B. Shah, Alan Edelman

Proceedings of the ARRAY'14: Proceedings of the 2014 ACM SIGPLAN International Workshop on Libraries, 2014