Jiahao Chen

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MIT ∙ JPMorgan Chase & Co. ∙ Capital One ∙ Michigan State University

Provable Multi-Objective Reinforcement Learning with Generative Models

Multi-objective reinforcement learning (MORL) is an extension of ordinar...
11/19/2020 ∙ by Dongruo Zhou, et al. ∙ 8 ∙ share

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Debiasing classifiers: is reality at variance with expectation?

Many methods for debiasing classifiers have been proposed, but their eff...
11/04/2020 ∙ by Ashrya Agrawal, et al. ∙ 0 ∙ share

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CryptoCredit: Securely Training Fair Models

When developing models for regulated decision making, sensitive features...
10/09/2020 ∙ by Leo de Castro, et al. ∙ 0 ∙ share

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

We introduce a data management problem called metadata debt, to identify...
10/09/2020 ∙ by Jiahao Chen, et al. ∙ 0 ∙ share

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Towards Self-Regulating AI: Challenges and Opportunities of AI Model Governance in Financial Services

AI systems have found a wide range of application areas in financial ser...
10/09/2020 ∙ by Eren Kurshan, et al. ∙ 0 ∙ share

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3D Correspondence Grouping with Compatibility Features

We present a simple yet effective method for 3D correspondence grouping....
07/21/2020 ∙ by Jiaqi Yang, et al. ∙ 0 ∙ share

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Neural Multi-Task Learning for Teacher Question Detection in Online Classrooms

Asking questions is one of the most crucial pedagogical techniques used ...
05/16/2020 ∙ by Gale Yan Huang, et al. ∙ 0 ∙ share

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Heuristics for Link Prediction in Multiplex Networks

Link prediction, or the inference of future or missing connections betwe...
04/09/2020 ∙ by Robert E. Tillman, et al. ∙ 7 ∙ share

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Model-Agnostic Characterization of Fairness Trade-offs

There exist several inherent trade-offs in designing a fair model, such ...
04/07/2020 ∙ by Joon Sik Kim, et al. ∙ 0 ∙ share

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A Multimodal Alerting System for Online Class Quality Assurance

Online 1 on 1 class is created for more personalized learning experience...
09/01/2019 ∙ by Jiahao Chen, et al. ∙ 0 ∙ share

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Fairness Under Unawareness: Assessing Disparity When Protected Class Is Unobserved

Assessing the fairness of a decision making system with respect to a pro...
11/27/2018 ∙ by Jiahao Chen, et al. ∙ 0 ∙ share

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Fair lending needs explainable models for responsible recommendation

The financial services industry has unique explainability and fairness c...
09/12/2018 ∙ by Jiahao Chen, et al. ∙ 0 ∙ share

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Linguistic Relativity and Programming Languages

The use of programming languages can wax and wane across the decades. We...
08/12/2018 ∙ by Jiahao Chen, et al. ∙ 0 ∙ share

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Fast computation of the principal components of genotype matrices in Julia

Finding the largest few principal components of a matrix of genetic data...
08/09/2018 ∙ by Jiahao Chen, et al. ∙ 0 ∙ share

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Fast Flexible Function Dispatch in Julia

Technical computing is a challenging application area for programming la...
08/09/2018 ∙ by Jeff Bezanson, et al. ∙ 0 ∙ share

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Robust benchmarking in noisy environments

We propose a benchmarking strategy that is robust in the presence of tim...
08/15/2016 ∙ by Jiahao Chen, et al. ∙ 0 ∙ share

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Jiahao Chen

Featured Co-authors

Quanquan Gu

Jiliang Tang

Nathan Kallus

Hang Li

Bernd Bischl

Yanning Zhang

Zitao Liu

Manuela Veloso

Madeleine Udell

Ameet Talwalkar

Zhiguo Cao

Provable Multi-Objective Reinforcement Learning with Generative Models

Debiasing classifiers: is reality at variance with expectation?

CryptoCredit: Securely Training Fair Models

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

Towards Self-Regulating AI: Challenges and Opportunities of AI Model Governance in Financial Services

3D Correspondence Grouping with Compatibility Features

Neural Multi-Task Learning for Teacher Question Detection in Online Classrooms

Heuristics for Link Prediction in Multiplex Networks

Model-Agnostic Characterization of Fairness Trade-offs

A Multimodal Alerting System for Online Class Quality Assurance

Fairness Under Unawareness: Assessing Disparity When Protected Class Is Unobserved

Fair lending needs explainable models for responsible recommendation

Linguistic Relativity and Programming Languages

Fast computation of the principal components of genotype matrices in Julia

Fast Flexible Function Dispatch in Julia

Robust benchmarking in noisy environments