Gautam Goel

According to our database, Gautam Goel authored at least 21 papers between 2008 and 2026.

Collaborative distances:

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

2026

Training Dynamics of Softmax Self-Attention: Fast Global Convergence via Preconditioning.

Gautam Goel, Mahdi Soltanolkotabi, Peter L. Bartlett

CoRR, March, 2026

2024

Can a transformer represent a Kalman filter?

Gautam Goel, Peter L. Bartlett

Proceedings of the 6th Annual Learning for Dynamics & Control Conference, 2024

2023

Competitive Control.

Gautam Goel, Babak Hassibi

IEEE Trans. Autom. Control., September, 2023

Regret-Optimal Estimation and Control.

Gautam Goel, Babak Hassibi

IEEE Trans. Autom. Control., May, 2023

Best of Both Worlds in Online Control: Competitive Ratio and Policy Regret.

Gautam Goel, Naman Agarwal, Karan Singh, Elad Hazan

Proceedings of the Learning for Dynamics and Control Conference, 2023

2022

Online Estimation and Control with Optimal Pathlength Regret.

Gautam Goel, Babak Hassibi

Proceedings of the Learning for Dynamics and Control Conference, 2022

The Power of Linear Controllers in LQR Control.

Gautam Goel, Babak Hassibi

Proceedings of the 61st IEEE Conference on Decision and Control, 2022

2021

Regret-Optimal Full-Information Control.

Oron Sabag, Gautam Goel, Sahin Lale, Babak Hassibi

CoRR, 2021

Regret-optimal measurement-feedback control.

Gautam Goel, Babak Hassibi

Proceedings of the 3rd Annual Conference on Learning for Dynamics and Control, 2021

Regret-Optimal Controller for the Full-Information Problem.

Oron Sabag, Gautam Goel, Sahin Lale, Babak Hassibi

Proceedings of the 2021 American Control Conference, 2021

2020

Regret-optimal control in dynamic environments.

Gautam Goel, Babak Hassibi

CoRR, 2020

Online Optimization with Predictions and Non-convex Losses.

Yiheng Lin, Gautam Goel, Adam Wierman

Proceedings of the Abstracts of the 2020 SIGMETRICS/Performance Joint International Conference on Measurement and Modeling of Computer Systems, 2020

2019

An Online Algorithm for Smoothed Online Convex Optimization.

Gautam Goel, Adam Wierman

SIGMETRICS Perform. Evaluation Rev., 2019

Beyond Online Balanced Descent: An Optimal Algorithm for Smoothed Online Optimization.

Gautam Goel, Yiheng Lin, Haoyuan Sun, Adam Wierman

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

An Online Algorithm for Smoothed Regression and LQR Control.

Gautam Goel, Adam Wierman

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

2018

Smoothed Online Convex Optimization via Online Balanced Descent.

Gautam Goel

SIGMETRICS Perform. Evaluation Rev., 2018

Smoothed Online Optimization for Regression and Control.

Gautam Goel, Adam Wierman

CoRR, 2018

Smoothed Online Convex Optimization in High Dimensions via Online Balanced Descent.

Niangjun Chen, Gautam Goel, Adam Wierman

Proceedings of the Conference On Learning Theory, 2018

2017

Thinking fast and slow: Optimization decomposition across timescales.

Gautam Goel, Niangjun Chen, Adam Wierman

Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017

2009

Dynamic flux estimation - a novel framework for metabolic pathway analysis.

Gautam Goel

PhD thesis, 2009

2008

System estimation from metabolic time-series data.

Gautam Goel, I-Chun Chou, Eberhard O. Voit

Bioinform., 2008