Christina Baek

According to our database1, Christina Baek authored at least 12 papers between 2017 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Links

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Bibliography

2024
Predicting the Performance of Foundation Models via Agreement-on-the-Line.
CoRR, 2024

On the Joint Interaction of Models, Data, and Features.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

Why is SAM Robust to Label Noise?
Proceedings of the Twelfth International Conference on Learning Representations, 2024

2022
Computational Benefits of Intermediate Rewards for Goal-Reaching Policy Learning.
J. Artif. Intell. Res., 2022

Agreement-on-the-line: Predicting the Performance of Neural Networks under Distribution Shift.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Assessing Generalization of SGD via Disagreement.
Proceedings of the Tenth International Conference on Learning Representations, 2022

Efficient Maximal Coding Rate Reduction by Variational Forms.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021
Computational Benefits of Intermediate Rewards for Hierarchical Planning.
CoRR, 2021

Incremental Learning via Rate Reduction.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2018
Robust Human Following by Deep Bayesian Trajectory Prediction for Home Service Robots.
Proceedings of the 2018 IEEE International Conference on Robotics and Automation, 2018

Perception-Action-Learning System for Mobile Social-Service Robots Using Deep Learning.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
In vitro molecular machine learning algorithm via symmetric internal loops of DNA.
Biosyst., 2017


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