Jiahao Chen

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 19

Top Topics

Financial Services

Top Venues

Proc. ACM Program. Lang.

Publications

Elizabeth Anne Watkins, Jiahao Chen
The four-fifths rule is not disparate impact: A woeful tale of epistemic trespassing in algorithmic fairness. FAccT (2024)
Jiahao Chen
Ontology drift is a challenge for explainable data governance. CoRR (2021)
Eren Kurshan, Jiahao Chen, Victor Storchan, Hongda Shen
On the Current and Emerging Challenges of Developing Fair and Ethical AI Solutions in Financial Services. CoRR (2021)
Jiahao Chen, Victor Storchan, Eren Kurshan
Beyond Fairness Metrics: Roadblocks and Challenges for Ethical AI in Practice. CoRR (2021)
Jiahao Chen, Victor Storchan
Seven challenges for harmonizing explainability requirements. CoRR (2021)
Eren Kurshan, Jiahao Chen, Victor Storchan, Hongda Shen
On the current and emerging challenges of developing fair and ethical AI solutions in financial services. ICAIF (2021)
Joon Sik Kim, Jiahao Chen, Ameet Talwalkar
Model-Agnostic Characterization of Fairness Trade-offs. CoRR (2020)
Joon Sik Kim, Jiahao Chen, Ameet Talwalkar
FACT: A Diagnostic for Group Fairness Trade-offs. ICML (2020)
Eren Kurshan, Hongda Shen, Jiahao Chen
Towards Self-Regulating AI: Challenges and Opportunities of AI Model Governance in Financial Services. CoRR (2020)
Eren Kurshan, Hongda Shen, Jiahao Chen
Towards self-regulating AI: challenges and opportunities of AI model governance in financial services. ICAIF (2020)
Jiahao Chen, Nathan Kallus, Xiaojie Mao, Geoffry Svacha, Madeleine Udell
Fairness Under Unawareness: Assessing Disparity When Protected Class Is Unobserved. FAT (2019)
Jeff Bezanson, Jiahao Chen, Benjamin Chung, Stefan Karpinski, Viral B. Shah, Jan Vitek, Lionel Zoubritzky
Julia: dynamism and performance reconciled by design. Proc. ACM Program. Lang. 2 (OOPSLA) (2018)
Jiahao Chen, Andreas Noack, Alan Edelman
Fast computation of the principal components of genotype matrices in Julia. CoRR (2018)
Jeff Bezanson, Jake Bolewski, Jiahao Chen
Fast Flexible Function Dispatch in Julia. CoRR (2018)
Jiahao Chen
Linguistic Relativity and Programming Languages. CoRR (2018)
Jiahao Chen
Fair lending needs explainable models for responsible recommendation. CoRR (2018)
Jiahao Chen, Jarrett Revels
Robust benchmarking in noisy environments. CoRR (2016)
Jiahao Chen, Weijian Zhang
The Right Way to Search Evolving Graphs. IPDPS Workshops (2016)
Jiahao Chen, Weijian Zhang
The Right Way to Search Evolving Graphs. CoRR (2016)
Jeff Bezanson, Jiahao Chen, Stefan Karpinski, Viral B. Shah, Alan Edelman
Array operators using multiple dispatch: a design methodology for array implementations in dynamic languages. CoRR (2014)
Jiahao Chen, Alan Edelman
Parallel Prefix Polymorphism Permits Parallelization, Presentation & Proof. CoRR (2014)
Jeff Bezanson, Jiahao Chen, Stefan Karpinski, Viral B. Shah, Alan Edelman
Array Operators Using Multiple Dispatch: A design methodology for array implementations in dynamic languages. ARRAY@PLDI (2014)
Jiahao Chen, Alan Edelman
Parallel prefix polymorphism permits parallelization, presentation & proof. HPTCDL@SC (2014)