William R. Zame

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Integrating Expert ODEs into Neural ODEs: Pharmacology and Disease Progression.

[BibT_eX]

[DOI]

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

SDF-Bayes: Cautious Optimism in Safe Dose-Finding Clinical Trials with Drug Combinations and Heterogeneous Patient Groups.

[BibT_eX]

[DOI]

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

2020

AutoNCP: Automated pipelines for accurate confidence intervals.

[BibT_eX]

[DOI]

Yao Zhang

CoRR, 2020

Robust Recursive Partitioning for Heterogeneous Treatment Effects with Uncertainty Quantification.

[BibT_eX]

[DOI]

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

Learning outside the Black-Box: The pursuit of interpretable models.

[BibT_eX]

[DOI]

Jonathan Crabbé

Yao Zhang

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

2019

Estimating Missing Data in Temporal Data Streams Using Multi-Directional Recurrent Neural Networks.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2019

Constructing effective personalized policies using counterfactual inference from biased data sets with many features.

[BibT_eX]

[DOI]

Qiaojun Feng

Mach. Learn., 2019

Temporal Quilting for Survival Analysis.

[BibT_eX]

[DOI]

Changhee Lee

Ahmed M. Alaa

Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019

Sequential Patient Recruitment and Allocation for Adaptive Clinical Trials.

[BibT_eX]

[DOI]

Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019

Optimal Piecewise Approximations for Model Interpretation.

[BibT_eX]

[DOI]

Kartik Ahuja

Proceedings of the 53rd Asilomar Conference on Signals, Systems, and Computers, 2019

2018

ToPs: Ensemble Learning With Trees of Predictors.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2018

Adaptive Clinical Trials: Exploiting Sequential Patient Recruitment and Allocation.

[BibT_eX]

[DOI]

CoRR, 2018

Piecewise Approximations of Black Box Models for Model Interpretation.

[BibT_eX]

[DOI]

Kartik Ahuja

CoRR, 2018

Learning Optimal Policies from Observational Data.

[BibT_eX]

[DOI]

CoRR, 2018

Deep Sensing: Active Sensing using Multi-directional Recurrent Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 6th International Conference on Learning Representations, 2018

DeepHit: A Deep Learning Approach to Survival Analysis With Competing Risks.

[BibT_eX]

[DOI]

Changhee Lee

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

2017

Personalized Survival Predictions for Cardiac Transplantation via Trees of Predictors.

[BibT_eX]

[DOI]

CoRR, 2017

DPSCREEN: Dynamic Personalized Screening.

[BibT_eX]

[DOI]

Kartik Ahuja

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

2014

Technology Choices and Pricing Policies in Public and Private Wireless Networks.

[BibT_eX]

[DOI]

Yuanzhang Xiao

IEEE Trans. Wirel. Commun., 2014

Cooperative Multi-Agent Learning and Coordination for Cognitive Radio Networks.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2014

2013

Intervention with Complete and Incomplete Information: Application to Flow Control.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2013

Intervention with Private Information, Imperfect Monitoring and Costly Communication.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2013

Winning the Lottery: Learning Perfect Coordination With Minimal Feedback.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Signal Process., 2013

Designing Efficient Resource Sharing For Impatient Players Using Limited Monitoring.

[BibT_eX]

[DOI]

Yuanzhang Xiao

CoRR, 2013

Learning perfect coordination with minimal feedback in wireless multi-access communications.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE Global Communications Conference, 2013

2012

Congestion, Information, and Secret Information in Flow Networks.

[BibT_eX]

[DOI]

Khoa Tran Phan

IEEE J. Sel. Top. Signal Process., 2012

Designing Information Revelation and Intervention with an Application to Flow Control

[BibT_eX]

[DOI]

CoRR, 2012

Token-Based Incentive Protocol Design for Online Exchange Systems.

[BibT_eX]

[DOI]

Proceedings of the Game Theory for Networks, 2012

Token economy for online exchange systems.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Autonomous Agents and Multiagent Systems, 2012

2011

Designing Exchange for Online Communities

[BibT_eX]

[DOI]

CoRR, 2011

Technology Choices and Pricing Policies in Wireless Networks.

[BibT_eX]

[DOI]

Yuanzhang Xiao

Proceedings of the Game Theory for Networks - 2nd International ICST Conference, 2011

Secret information in communications networks.

[BibT_eX]

[DOI]

Khoa Tran Phan

Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference, 2011

2005

Nearly compact and continuous normal form games: characterizations and equilibrium existence.

[BibT_eX]

[DOI]

Christopher J. Harris

Maxwell B. Stinchcombe

Games Econ. Behav., 2005

2001

Clubs and the Market: Large Finite Economies.

[BibT_eX]

[DOI]

J. Econ. Theory, 2001

1997

A demand adjustment process.

[BibT_eX]

[DOI]

Elaine Bennett

Michael Maschler