Proceedings of the WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21, 2022

Towards Return Parity in Markov Decision Processes.

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[DOI]

Jianfeng Chi

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

2021

Curriculum Offline Imitation Learning.

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[DOI]

CoRR, 2021

Tracing Knowledge State with Individual Cognition and Acquisition Estimation.

[BibT_eX]

[DOI]

Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

Learning to Build High-Fidelity and Robust Environment Models.

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[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2021

Model-Based Offline Policy Optimization with Distribution Correcting Regularization.

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[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2021

Curriculum Offline Imitating Learning.

[BibT_eX]

[DOI]

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

On Effective Scheduling of Model-based Reinforcement Learning.

[BibT_eX]

[DOI]

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

Task-wise Split Gradient Boosting Trees for Multi-center Diabetes Prediction.

[BibT_eX]

[DOI]

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

MapGo: Model-Assisted Policy Optimization for Goal-Oriented Tasks.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Model-based Multi-agent Policy Optimization with Adaptive Opponent-wise Rollouts.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

2020

Large-Scale Optimal Transport via Adversarial Training with Cycle-Consistency.

[BibT_eX]

[DOI]

CoRR, 2020

TADS: Learning Time-Aware Scheduling Policy with Dyna-Style Planning for Spaced Repetition.

[BibT_eX]

[DOI]

Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

GIKT: A Graph-Based Interaction Model for Knowledge Tracing.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2020

Model-based Policy Optimization with Unsupervised Model Adaptation.

[BibT_eX]

[DOI]

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

Improving Knowledge Tracing via Pre-training Question Embeddings.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Bidirectional Model-based Policy Optimization.

[BibT_eX]

[DOI]

Proceedings of the 37th International Conference on Machine Learning, 2020

Improving Unsupervised Domain Adaptation with Variational Information Bottleneck.

[BibT_eX]

[DOI]

Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020

2019

Towards Efficient and Unbiased Implementation of Lipschitz Continuity in GANs.

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[DOI]

CoRR, 2019

2018

Label-Aware Double Transfer Learning for Cross-Specialty Medical Named Entity Recognition.