Xinyi Chen

According to our database, Xinyi Chen authored at least 25 papers between 2018 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2026

RubiConv - Efficient Boundary-Respecting Convolutions.

Linda Friso, Annie Marsden, Xinyi Chen, Arushi Gupta, Peter L. Bartlett, Mark Braverman, Elad Hazan

CoRR, May, 2026

2025

Provable Length Generalization in Sequence Prediction via Spectral Filtering.

Annie Marsden, Evan Dogariu, Naman Agarwal, Xinyi Chen, Daniel Suo, Elad Hazan

Proceedings of the Forty-second International Conference on Machine Learning, 2025

2024

Adaptive Online Learning of Quantum States.

Xinyi Chen, Elad Hazan, Tongyang Li, Zhou Lu, Xinzhao Wang, Rui Yang

Quantum, 2024

FutureFill: Fast Generation from Convolutional Sequence Models.

Naman Agarwal, Xinyi Chen, Evan Dogariu, Vladimir Feinberg, Daniel Suo, Peter L. Bartlett, Elad Hazan

CoRR, 2024

Preference Learning Algorithms Do Not Learn Preference Rankings.

Angelica Chen, Sadhika Malladi, Lily H. Zhang, Xinyi Chen, Qiuyi (Richard) Zhang, Rajesh Ranganath, Kyunghyun Cho

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

Adaptive Regret for Bandits Made Possible: Two Queries Suffice.

Zhou Lu, Qiuyi Zhang, Xinyi Chen, Fred Zhang, David P. Woodruff, Elad Hazan

Proceedings of the Twelfth International Conference on Learning Representations, 2024

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

Xinyi Chen, Elad Hazan

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

2023

Spectral State Space Models.

Naman Agarwal, Daniel Suo, Xinyi Chen, Elad Hazan

CoRR, 2023

AI safety by debate via regret minimization.

Xinyi Chen, Angelica Chen, Dean P. Foster, Elad Hazan

CoRR, 2023

A Nonstochastic Control Approach to Optimization.

Xinyi Chen, Elad Hazan

CoRR, 2023

Sketchy: Memory-efficient Adaptive Regularization with Frequent Directions.

Vladimir Feinberg, Xinyi Chen, Y. Jennifer Sun, Rohan Anil, Elad Hazan

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

Online Control for Meta-optimization.

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.

Xinyi Chen, Edgar Minasyan, Jason D. Lee, Elad Hazan

Proceedings of the Learning for Dynamics and Control Conference, 2023

2022

Robust Online Control with Model Misspecification.

Udaya Ghai, Xinyi Chen, Elad Hazan, Alexandre Megretski

Proceedings of the Learning for Dynamics and Control Conference, 2022

2021

Machine Learning for Mechanical Ventilation Control (Extended Abstract).

Daniel Suo, Cyril Zhang, Paula Gradu, Udaya Ghai, Xinyi Chen, Edgar Minasyan, Naman Agarwal, Karan Singh, Julienne LaChance, Tom Zajdel, Manuel Schottdorf, Daniel J. Cohen, Elad Hazan

CoRR, 2021

Provable Regret Bounds for Deep Online Learning and Control.

Xinyi Chen, Edgar Minasyan, Jason D. Lee, Elad Hazan

CoRR, 2021

Machine Learning for Mechanical Ventilation Control.

Daniel Suo, Cyril Zhang, Paula Gradu, Udaya Ghai, Xinyi Chen, Edgar Minasyan, Naman Agarwal, Karan Singh, Julienne LaChance, Tom Zajdel, Manuel Schottdorf, Daniel J. Cohen, Elad Hazan

CoRR, 2021

Black-Box Control for Linear Dynamical Systems.

Xinyi Chen, Elad Hazan

Proceedings of the Conference on Learning Theory, 2021

2020

Online Agnostic Boosting via Regret Minimization.

Nataly Brukhim, Xinyi Chen, Elad Hazan, Shay Moran

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

Calibration, Entropy Rates, and Memory in Language Models.

Mark Braverman, Xinyi Chen, Sham M. Kakade, Karthik Narasimhan, Cyril Zhang, Yi Zhang

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

Extreme Tensoring for Low-Memory Preconditioning.

Xinyi Chen, Naman Agarwal, Elad Hazan, Cyril Zhang, Yi Zhang

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

2019

Efficient Full-Matrix Adaptive Regularization.

Naman Agarwal, Brian Bullins, Xinyi Chen, Elad Hazan, Karan Singh, Cyril Zhang, Yi Zhang

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

2018

The Case for Full-Matrix Adaptive Regularization.

Naman Agarwal, Brian Bullins, Xinyi Chen, Elad Hazan, Karan Singh, Cyril Zhang, Yi Zhang

CoRR, 2018

Online Learning of Quantum States.

Scott Aaronson, Xinyi Chen, Elad Hazan, Ashwin Nayak

CoRR, 2018

Online Learning of Quantum States.

Scott Aaronson, Xinyi Chen, Elad Hazan, Satyen Kale, Ashwin Nayak

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