Samuel Deng

According to our database1, Samuel Deng authored at least 10 papers between 2019 and 2024.

Collaborative distances:

Timeline

2019
2020
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2022
2023
2024
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PhD thesis 
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Links

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Bibliography

2024
Group-wise oracle-efficient algorithms for online multi-group learning.
CoRR, 2024

Multi-group Learning for Hierarchical Groups.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023
TerrainNet: Visual Modeling of Complex Terrain for High-speed, Off-road Navigation.
Proceedings of the Robotics: Science and Systems XIX, Daegu, 2023

2022
Learning Tensor Representations for Meta-Learning.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

2021
Is Private Learning Possible with Instance Encoding?
Proceedings of the 42nd IEEE Symposium on Security and Privacy, 2021

A Separation Result Between Data-oblivious and Data-aware Poisoning Attacks.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020
An Attack on InstaHide: Is Private Learning Possible with Instance Encoding?
CoRR, 2020

Biased Programmers? Or Biased Data? A Field Experiment in Operationalizing AI Ethics.
Proceedings of the EC '20: The 21st ACM Conference on Economics and Computation, 2020

Ensuring Fairness Beyond the Training Data.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2019
Methodological Blind Spots in Machine Learning Fairness: Lessons from the Philosophy of Science and Computer Science.
CoRR, 2019


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