Xinyi Chen

Affiliations:

Princeton University, Department of Computer Science, NJ, USA

According to our database¹, Xinyi Chen authored at least 23 papers between 2018 and 2024.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of three.

Timeline

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PhD thesis

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Bibliography

2024

Provable Length Generalization in Sequence Prediction via Spectral Filtering.

[BibT_eX]

[DOI]

CoRR, 2024

FutureFill: Fast Generation from Convolutional Sequence Models.

[BibT_eX]

[DOI]

CoRR, 2024

Preference Learning Algorithms Do Not Learn Preference Rankings.

[BibT_eX]

[DOI]

CoRR, 2024

Adaptive Regret for Bandits Made Possible: Two Queries Suffice.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Open Problem: Black-Box Reductions and Adaptive Gradient Methods for Nonconvex Optimization.

[BibT_eX]

[DOI]

Xinyi Chen

Elad Hazan

Proceedings of the Thirty Seventh Annual Conference on Learning Theory, June 30, 2024

2023

Spectral State Space Models.

[BibT_eX]

[DOI]

CoRR, 2023

AI safety by debate via regret minimization.

[BibT_eX]

[DOI]

CoRR, 2023

A Nonstochastic Control Approach to Optimization.

[BibT_eX]

[DOI]

Xinyi Chen

Elad Hazan

CoRR, 2023

Sketchy: Memory-efficient Adaptive Regularization with Frequent Directions.

[BibT_eX]

[DOI]

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

Online Control for Meta-optimization.

[BibT_eX]

[DOI]

Xinyi Chen

Elad Hazan

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

Regret Guarantees for Online Deep Control.

[BibT_eX]

[DOI]

Proceedings of the Learning for Dynamics and Control Conference, 2023

2022

Adaptive Online Learning of Quantum States.

[BibT_eX]

[DOI]

CoRR, 2022

Robust Online Control with Model Misspecification.

[BibT_eX]

[DOI]

Proceedings of the Learning for Dynamics and Control Conference, 2022

2021

Machine Learning for Mechanical Ventilation Control (Extended Abstract).

[BibT_eX]

[DOI]

CoRR, 2021

Provable Regret Bounds for Deep Online Learning and Control.

[BibT_eX]

[DOI]

CoRR, 2021

Machine Learning for Mechanical Ventilation Control.

[BibT_eX]

[DOI]

CoRR, 2021

Black-Box Control for Linear Dynamical Systems.

[BibT_eX]

[DOI]

Xinyi Chen

Elad Hazan

Proceedings of the Conference on Learning Theory, 2021

2020

Online Agnostic Boosting via Regret Minimization.

[BibT_eX]

[DOI]

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

Extreme Tensoring for Low-Memory Preconditioning.

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference on Learning Representations, 2020

2019

Efficient Full-Matrix Adaptive Regularization.

[BibT_eX]

[DOI]

Proceedings of the 36th International Conference on Machine Learning, 2019

2018

The Case for Full-Matrix Adaptive Regularization.

[BibT_eX]

[DOI]

CoRR, 2018

Online Learning of Quantum States.

[BibT_eX]

[DOI]

CoRR, 2018

Online Learning of Quantum States.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Xinyi Chen

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