Gautam Goel

33 papers A* 2A 1C 1Journal 21Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
Training Dynamics of Softmax Self-Attention: Fast Global Convergence via Preconditioning.
CoRR
Gautam Goel, Mahdi Soltanolkotabi, Peter L. Bartlett
2024 — conf
Can a transformer represent a Kalman filter?
L4DC
Gautam Goel, Peter L. Bartlett
2023 — conf
Best of Both Worlds in Online Control: Competitive Ratio and Policy Regret.
L4DC
Gautam Goel, Naman Agarwal, Karan Singh, Elad Hazan
2023 J jnl
Can a Transformer Represent a Kalman Filter?
CoRR
Gautam Goel, Peter L. Bartlett
2023 J jnl
Competitive Control.
IEEE Trans. Autom. Control.
Gautam Goel, Babak Hassibi
2023 J jnl
Regret-Optimal Estimation and Control.
IEEE Trans. Autom. Control.
Gautam Goel, Babak Hassibi
2022 J jnl
Best of Both Worlds in Online Control: Competitive Ratio and Policy Regret.
CoRR
Gautam Goel, Naman Agarwal, Karan Singh, Elad Hazan
2022 — conf
Online Estimation and Control with Optimal Pathlength Regret.
L4DC
Gautam Goel, Babak Hassibi
2022 — conf
The Power of Linear Controllers in LQR Control.
CDC
Gautam Goel, Babak Hassibi
2021 J jnl
Competitive Control.
CoRR
Gautam Goel, Babak Hassibi
2021 J jnl
Online estimation and control with optimal pathlength regret.
CoRR
Gautam Goel, Babak Hassibi
2021 C conf
Regret-Optimal Controller for the Full-Information Problem.
ACC
Oron Sabag, Gautam Goel, Sahin Lale, Babak Hassibi
2021 J jnl
Regret-Optimal Full-Information Control.
CoRR
Oron Sabag, Gautam Goel, Sahin Lale, Babak Hassibi
2021 J jnl
Regret-optimal Estimation and Control.
CoRR
Gautam Goel, Babak Hassibi
2021 — conf
Regret-optimal measurement-feedback control.
L4DC
Gautam Goel, Babak Hassibi
2020 — conf
Online Optimization with Predictions and Non-convex Losses.
SIGMETRICS (Abstracts)
Yiheng Lin, Gautam Goel, Adam Wierman
2020 J jnl
Online Optimization with Predictions and Non-convex Losses.
Proc. ACM Meas. Anal. Comput. Syst.
Yiheng Lin, Gautam Goel, Adam Wierman
2020 J jnl
Regret-optimal control in dynamic environments.
CoRR
Gautam Goel, Babak Hassibi
2020 J jnl
Regret-optimal measurement-feedback control.
CoRR
Gautam Goel, Babak Hassibi
2020 J jnl
The Power of Linear Controllers in LQR Control.
CoRR
Gautam Goel, Babak Hassibi
2019 J jnl
An Online Algorithm for Smoothed Online Convex Optimization.
SIGMETRICS Perform. Evaluation Rev.
Gautam Goel, Adam Wierman
2019 A conf
An Online Algorithm for Smoothed Regression and LQR Control.
AISTATS
Gautam Goel, Adam Wierman
2019 A* conf
Beyond Online Balanced Descent: An Optimal Algorithm for Smoothed Online Optimization.
NeurIPS
Gautam Goel, Yiheng Lin, Haoyuan Sun, Adam Wierman
2019 J jnl
Beyond Online Balanced Descent: An Optimal Algorithm for Smoothed Online Optimization.
CoRR
Gautam Goel, Yiheng Lin, Haoyuan Sun, Adam Wierman
2019 J jnl
Online Optimization with Predictions and Non-convex Losses.
CoRR
Yiheng Lin, Gautam Goel, Adam Wierman
2018 A* conf
Smoothed Online Convex Optimization in High Dimensions via Online Balanced Descent.
COLT
Niangjun Chen, Gautam Goel, Adam Wierman
2018 J jnl
Smoothed Online Convex Optimization in High Dimensions via Online Balanced Descent.
CoRR
Niangjun Chen, Gautam Goel, Adam Wierman
2018 J jnl
Smoothed Online Convex Optimization via Online Balanced Descent.
SIGMETRICS Perform. Evaluation Rev.
Gautam Goel
2018 J jnl
Smoothed Online Optimization for Regression and Control.
CoRR
Gautam Goel, Adam Wierman
2017 J jnl
Thinking Fast and Slow: Optimization Decomposition Across Timescales.
SIGMETRICS Perform. Evaluation Rev.
Gautam Goel, Niangjun Chen, Adam Wierman
2017 — conf
Thinking fast and slow: Optimization decomposition across timescales.
CDC
Gautam Goel, Niangjun Chen, Adam Wierman
2009 — —
Dynamic flux estimation - a novel framework for metabolic pathway analysis.
Gautam Goel
2008 J jnl
System estimation from metabolic time-series data.
Bioinform.
Gautam Goel, I-Chun Chou, Eberhard O. Voit