Jiahao Chen

33 papers A* 2A 1Journal 19Unranked 10
YearRankTypeTitle / Venue / Authors
2024 — conf
The four-fifths rule is not disparate impact: A woeful tale of epistemic trespassing in algorithmic fairness.
FAccT
Elizabeth Anne Watkins, Jiahao Chen
2023 — conf
Can Querying for Bias Leak Protected Attributes? Achieving Privacy With Smooth Sensitivity.
FAccT
Faisal Hamman, Jiahao Chen, Sanghamitra Dutta
2021 A* conf
Are My Deep Learning Systems Fair? An Empirical Study of Fixed-Seed Training.
NeurIPS
Shangshu Qian, Hung Viet Pham, Thibaud Lutellier, Zeou Hu, Jungwon Kim, Lin Tan, Yaoliang Yu, Jiahao Chen, Sameena Shah
2021 J jnl
Beyond Fairness Metrics: Roadblocks and Challenges for Ethical AI in Practice.
CoRR
Jiahao Chen, Victor Storchan, Eren Kurshan
2021 J jnl
On the Current and Emerging Challenges of Developing Fair and Ethical AI Solutions in Financial Services.
CoRR
Eren Kurshan, Jiahao Chen, Victor Storchan, Hongda Shen
2021 — conf
On the current and emerging challenges of developing fair and ethical AI solutions in financial services.
ICAIF
Eren Kurshan, Jiahao Chen, Victor Storchan, Hongda Shen
2021 J jnl
Ontology drift is a challenge for explainable data governance.
CoRR
Jiahao Chen
2021 J jnl
Seven challenges for harmonizing explainability requirements.
CoRR
Jiahao Chen, Victor Storchan
2020 J jnl
CryptoCredit: Securely Training Fair Models.
CoRR
Leo de Castro, Jiahao Chen, Antigoni Polychroniadou
2020 — conf
CryptoCredit: securely training fair models.
ICAIF
Leo de Castro, Jiahao Chen, Antigoni Polychroniadou
2020 J jnl
Debiasing classifiers: is reality at variance with expectation?
CoRR
Ashrya Agrawal, Florian Pfisterer, Bernd Bischl, Jiahao Chen, Srijan Sood, Sameena Shah, Francois Buet-Golfouse, Bilal A. Mateen, Sebastian J. Vollmer
2020 A* conf
FACT: A Diagnostic for Group Fairness Trade-offs.
ICML
Joon Sik Kim, Jiahao Chen, Ameet Talwalkar
2020 A conf
Heuristics for Link Prediction in Multiplex Networks.
ECAI
Robert E. Tillman, Vamsi K. Potluru, Jiahao Chen, Prashant P. Reddy, Manuela Veloso
2020 J jnl
Heuristics for Link Prediction in Multiplex Networks.
CoRR
Robert E. Tillman, Vamsi K. Potluru, Jiahao Chen, Prashant P. Reddy, Manuela M. Veloso
2020 J jnl
Model-Agnostic Characterization of Fairness Trade-offs.
CoRR
Joon Sik Kim, Jiahao Chen, Ameet Talwalkar
2020 — conf
Paying down metadata debt: learning the representation of concepts using topic models.
ICAIF
Jiahao Chen, Manuela Veloso
2020 J jnl
Paying down metadata debt: learning the representation of concepts using topic models.
CoRR
Jiahao Chen, Manuela Veloso
2020 J jnl
Towards Self-Regulating AI: Challenges and Opportunities of AI Model Governance in Financial Services.
CoRR
Eren Kurshan, Hongda Shen, Jiahao Chen
2020 — conf
Towards self-regulating AI: challenges and opportunities of AI model governance in financial services.
ICAIF
Eren Kurshan, Hongda Shen, Jiahao Chen
2019 — conf
Fairness Under Unawareness: Assessing Disparity When Protected Class Is Unobserved.
FAT
Jiahao Chen, Nathan Kallus, Xiaojie Mao, Geoffry Svacha, Madeleine Udell
2018 J jnl
Fair lending needs explainable models for responsible recommendation.
CoRR
Jiahao Chen
2018 J jnl
Fast Flexible Function Dispatch in Julia.
CoRR
Jeff Bezanson, Jake Bolewski, Jiahao Chen
2018 J jnl
Fast computation of the principal components of genotype matrices in Julia.
CoRR
Jiahao Chen, Andreas Noack, Alan Edelman
2018 J jnl
Julia: dynamism and performance reconciled by design.
Proc. ACM Program. Lang.
Jeff Bezanson, Jiahao Chen, Benjamin Chung, Stefan Karpinski, Viral B. Shah, Jan Vitek, Lionel Zoubritzky
2018 J jnl
Linguistic Relativity and Programming Languages.
CoRR
Jiahao Chen
2016 J jnl
Robust benchmarking in noisy environments.
CoRR
Jiahao Chen, Jarrett Revels
2016 — conf
The Right Way to Search Evolving Graphs.
IPDPS Workshops
Jiahao Chen, Weijian Zhang
2016 J jnl
The Right Way to Search Evolving Graphs.
CoRR
Jiahao Chen, Weijian Zhang
2014 — conf
Array Operators Using Multiple Dispatch: A design methodology for array implementations in dynamic languages.
ARRAY@PLDI
Jeff Bezanson, Jiahao Chen, Stefan Karpinski, Viral B. Shah, Alan Edelman
2014 J jnl
Array operators using multiple dispatch: a design methodology for array implementations in dynamic languages.
CoRR
Jeff Bezanson, Jiahao Chen, Stefan Karpinski, Viral B. Shah, Alan Edelman
2014 J jnl
Parallel Prefix Polymorphism Permits Parallelization, Presentation & Proof.
CoRR
Jiahao Chen, Alan Edelman
2014 — conf
Parallel prefix polymorphism permits parallelization, presentation & proof.
HPTCDL@SC
Jiahao Chen, Alan Edelman
2014 — ed.
Proceedings of the 1st First Workshop for High Performance Technical Computing in Dynamic Languages, HPTCDL '14, New Orleans, Louisiana, USA, November 16-21, 2014
HPTCDL@SC
Jiahao Chen, Alan Edelman, Wade Shen, Andy Terrel