Chien-Ju Ho

Proceedings of the 2024 ACM-SIAM Symposium on Discrete Algorithms, 2024

The Impact of Features Used by Algorithms on Perceptions of Fairness.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Performative Prediction with Bandit Feedback: Learning through Reparameterization.

[BibT_eX]

[DOI]

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

Competitive Information Design for Pandora's Box.

[BibT_eX]

[DOI]

Proceedings of the 2023 ACM-SIAM Symposium on Discrete Algorithms, 2023

Encoding Human Behavior in Information Design through Deep Learning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

How does Value Similarity affect Human Reliance in AI-Assisted Ethical Decision Making?

[BibT_eX]

[DOI]

Proceedings of the 2023 AAAI/ACM Conference on AI, Ethics, and Society, 2023

2022

The Influences of Task Design on Crowdsourced Judgement: A Case Study of Recidivism Risk Evaluation.

[BibT_eX]

[DOI]

Xiaoni Duan

Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

Environment Design for Biased Decision Makers.

[BibT_eX]

[DOI]

Guanghui Yu

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

How Does Predictive Information Affect Human Ethical Preferences?

[BibT_eX]

[DOI]

Proceedings of the AIES '22: AAAI/ACM Conference on AI, Ethics, and Society, Oxford, United Kingdom, May 19, 2022

2021

Competitive Information Disclosure with Multiple Receivers.

[BibT_eX]

[DOI]

CoRR, 2021

Bandit Learning with Delayed Impact of Actions.

[BibT_eX]

[DOI]

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

On the Bayesian Rational Assumption in Information Design.

[BibT_eX]

[DOI]

Proceedings of the Ninth AAAI Conference on Human Computation and Crowdsourcing, 2021

Efficient Nonmyopic Online Allocation of Scarce Reusable Resources.

[BibT_eX]

[DOI]

Proceedings of the AAMAS '21: 20th International Conference on Autonomous Agents and Multiagent Systems, 2021

Linear Models are Robust Optimal Under Strategic Behavior.

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

2020

Fair Bandit Learning with Delayed Impact of Actions.

[BibT_eX]

[DOI]

CoRR, 2020

Optimal Query Complexity of Secure Stochastic Convex Optimization.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Does Exposure to Diverse Perspectives Mitigate Biases in Crowdwork? An Explorative Study.

[BibT_eX]

[DOI]

Xiaoni Duan

Proceedings of the Eighth AAAI Conference on Human Computation and Crowdsourcing, 2020

Differentially Private Contextual Dynamic Pricing.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems, 2020

2019

Leveraging Peer Communication to Enhance Crowdsourcing.

[BibT_eX]

[DOI]

Proceedings of the World Wide Web Conference, 2019

Incorporating Compatible Pairs in Kidney Exchange: A Dynamic Weighted Matching Model.

[BibT_eX]

[DOI]

Proceedings of the 2019 ACM Conference on Economics and Computation, 2019

Bandit Learning with Biased Human Feedback.

[BibT_eX]

[DOI]

Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems, 2019

2018

Working in Pairs: Understanding the Effects of Worker Interactions in Crowdwork.

[BibT_eX]

[DOI]

CoRR, 2018

Incentivizing High Quality User Contributions: New Arm Generation in Bandit Learning.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2016

Adaptive Contract Design for Crowdsourcing Markets: Bandit Algorithms for Repeated Principal-Agent Problems.

[BibT_eX]

[DOI]

Aleksandrs Slivkins

J. Artif. Intell. Res., 2016

Eliciting Categorical Data for Optimal Aggregation.

[BibT_eX]

[DOI]

Rafael M. Frongillo

Yiling Chen

Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

2015

Design and Analysis of Crowdsourcing Mechanisms.

[BibT_eX]

[DOI]

PhD thesis, 2015

Incentivizing high quality crowdwork.

[BibT_eX]

[DOI]

Aleksandrs Slivkins

Siddharth Suri

SIGecom Exch., 2015

Actively Purchasing Data for Learning.

[BibT_eX]

[DOI]

CoRR, 2015

Low-Cost Learning via Active Data Procurement.

[BibT_eX]

[DOI]

Proceedings of the Sixteenth ACM Conference on Economics and Computation, 2015

2013

Adaptive Task Assignment for Crowdsourced Classification.

[BibT_eX]

[DOI]

Shahin Jabbari

Proceedings of the 30th International Conference on Machine Learning, 2013

2012

Towards Social Norm Design for Crowdsourcing Markets.

[BibT_eX]

[DOI]

Yu Zhang

Mihaela van der Schaar

Proceedings of the 4th Human Computation Workshop, 2012

Online Task Assignment in Crowdsourcing Markets.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012

2011

DevilTyper: a game for CAPTCHA usability evaluation.

[BibT_eX]

[DOI]

Comput. Entertain., 2011

Multiagent environment design in human computation.

[BibT_eX]

[DOI]

Yen-Ling Kuo

Jane Yung-jen Hsu

Proceedings of the 10th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2011), 2011

2010

KissKissBan: a competitive human computation game for image annotation.

[BibT_eX]

[DOI]

SIGKDD Explor., 2010

2009

On formal models for social verification.

[BibT_eX]

[DOI]

Kuan-Ta Chen

Proceedings of the ACM SIGKDD Workshop on Human Computation, Paris, France, June 28, 2009, 2009

2008

Designing human-computer multi-agent collaboration in productive multi-player games.

[BibT_eX]

[DOI]

Proceedings of the 7th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2008), 2008

2007

PhotoSlap: A Multi-player Online Game for Semantic Annotation.

[BibT_eX]

[DOI]

Tsung-Hsiang Chang

Jane Yung-jen Hsu

Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence, 2007

The PhotoSlap Game: Play to Annotate.

[BibT_eX]

[DOI]

Tsung-Hsiang Chang