Hsiang Hsu

CoRR, 2024

Dropout-Based Rashomon Set Exploration for Efficient Predictive Multiplicity Estimation.

[BibT_eX]

[DOI]

CoRR, 2024

Machine Unlearning for Image-to-Image Generative Models.

[BibT_eX]

[DOI]

CoRR, 2024

2023

Robust Hybrid Learning With Expert Augmentation.

[BibT_eX]

[DOI]

Trans. Mach. Learn. Res., 2023

Fast-NTK: Parameter-Efficient Unlearning for Large-Scale Models.

[BibT_eX]

[DOI]

CoRR, 2023

Arbitrariness Lies Beyond the Fairness-Accuracy Frontier.

[BibT_eX]

[DOI]

CoRR, 2023

Individual Arbitrariness and Group Fairness.

[BibT_eX]

[DOI]

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

Arbitrary Decisions Are a Hidden Cost of Differentially Private Training.

[BibT_eX]

[DOI]

Proceedings of the 2nd European Workshop on Algorithmic Fairness, 2023

2022

Generalizing Correspondence Analysis for Applications in Machine Learning.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2022

Automated Segmentation and Recurrence Risk Prediction of Surgically Resected Lung Tumors with Adaptive Convolutional Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2022

Beyond Adult and COMPAS: Fairness in Multi-Class Prediction.

[BibT_eX]

[DOI]

CoRR, 2022

Rashomon Capacity: A Metric for Predictive Multiplicity in Probabilistic Classification.

[BibT_eX]

[DOI]

Flávio du Pin Calmon

CoRR, 2022

Rashomon Capacity: A Metric for Predictive Multiplicity in Classification.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Beyond Adult and COMPAS: Fair Multi-Class Prediction via Information Projection.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

To Split or not to Split: The Impact of Disparate Treatment in Classification.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2021

The Impact of Split Classifiers on Group Fairness.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2021

CPR: Classifier-Projection Regularization for Continual Learning.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Learning Representations, 2021

2020

CPR: Classifier-Projection Regularization for Continual Learning.

[BibT_eX]

[DOI]

CoRR, 2020

A Dynamic Programming Approach to Optimal Lane Merging of Connected and Autonomous Vehicles.

[BibT_eX]

[DOI]

Proceedings of the IEEE Intelligent Vehicles Symposium, 2020

Obfuscation via Information Density Estimation.

[BibT_eX]

[DOI]

Shahab Asoodeh

Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020

2019

Graph-Based Modeling, Scheduling, and Verification for Intersection Management of Intelligent Vehicles.

[BibT_eX]

[DOI]

ACM Trans. Embed. Comput. Syst., 2019

The Effect of Hip Assistance Levels on Human Energetic Cost Using Robotic Hip Exoskeletons.

[BibT_eX]

[DOI]

Inseung Kang

Aaron J. Young

IEEE Robotics Autom. Lett., 2019

Information-Theoretic Privacy Watchdogs.

[BibT_eX]

[DOI]

Shahab Asoodeh

Proceedings of the IEEE International Symposium on Information Theory, 2019

Electromyography (EMG) Signal Contributions in Speed and Slope Estimation Using Robotic Exoskeletons.

[BibT_eX]

[DOI]

Proceedings of the 16th IEEE International Conference on Rehabilitation Robotics, 2019

Correspondence Analysis Using Neural Networks.

[BibT_eX]

[DOI]

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

2018

Delay Guaranteed Network Association for Mobile Machines in Heterogeneous Cloud Radio Access Network.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., 2018

Latency Control in Edge Information Cache and Dissemination for Unmanned Mobile Machines.

[BibT_eX]

[DOI]

Shao-Yu Lien

Shao-Chou Hung

IEEE Trans. Ind. Informatics, 2018

Correspondence Analysis of Government Expenditure Patterns.

[BibT_eX]

[DOI]

José Cândido Silveira Santos Filho

Andre P. Calmon

CoRR, 2018

Deep Orthogonal Representations: Fundamental Properties and Applications.

[BibT_eX]

[DOI]

CoRR, 2018

Energy-Optimal Edge Content Cache and Dissemination: Designs for Practical Network Deployment.

[BibT_eX]

[DOI]

IEEE Commun. Mag., 2018

Generalizing Bottleneck Problems.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Symposium on Information Theory, 2018

2016

A Resource Allocation Perspective on Caching to Achieve Low Latency.

[BibT_eX]

[DOI]

Kwang-Cheng Chen

IEEE Commun. Lett., 2016

Collaborative radio access of heterogeneous cloud radio access networks and edge computing networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communication, 2016

Optimal caching time for epidemic content dissemination in mobile social networks.

[BibT_eX]

[DOI]