Gautam Goel

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 30

Top Topics

Online Convex Optimization

Top Venues

SIGMETRICS Perform. Evaluation Rev.

Publications

Gautam Goel, Peter L. Bartlett
Can a transformer represent a Kalman filter? L4DC (2024)
Gautam Goel, Babak Hassibi
Regret-Optimal Estimation and Control. IEEE Trans. Autom. Control. 68 (5) (2023)
Gautam Goel, Babak Hassibi
Competitive Control. IEEE Trans. Autom. Control. 68 (9) (2023)
Gautam Goel, Peter Bartlett
Can a Transformer Represent a Kalman Filter? CoRR (2023)
Gautam Goel, Naman Agarwal, Karan Singh, Elad Hazan
Best of Both Worlds in Online Control: Competitive Ratio and Policy Regret. L4DC (2023)
Gautam Goel, Babak Hassibi
The Power of Linear Controllers in LQR Control. CDC (2022)
Gautam Goel, Naman Agarwal, Karan Singh, Elad Hazan
Best of Both Worlds in Online Control: Competitive Ratio and Policy Regret. CoRR (2022)
Gautam Goel, Babak Hassibi
Online Estimation and Control with Optimal Pathlength Regret. L4DC (2022)
Gautam Goel, Babak Hassibi
Online estimation and control with optimal pathlength regret. CoRR (2021)
Oron Sabag, Gautam Goel, Sahin Lale, Babak Hassibi
Regret-Optimal Full-Information Control. CoRR (2021)
Gautam Goel, Babak Hassibi
Regret-optimal measurement-feedback control. L4DC (2021)
Oron Sabag, Gautam Goel, Sahin Lale, Babak Hassibi
Regret-Optimal Controller for the Full-Information Problem. ACC (2021)
Gautam Goel, Babak Hassibi
Regret-optimal Estimation and Control. CoRR (2021)
Gautam Goel, Babak Hassibi
Competitive Control. CoRR (2021)
Yiheng Lin, Gautam Goel, Adam Wierman
Online Optimization with Predictions and Non-convex Losses. Proc. ACM Meas. Anal. Comput. Syst. 4 (1) (2020)
Gautam Goel, Babak Hassibi
The Power of Linear Controllers in LQR Control. CoRR (2020)
Gautam Goel, Babak Hassibi
Regret-optimal measurement-feedback control. CoRR (2020)
Gautam Goel, Babak Hassibi
Regret-optimal control in dynamic environments. CoRR (2020)
Yiheng Lin, Gautam Goel, Adam Wierman
Online Optimization with Predictions and Non-convex Losses. SIGMETRICS (Abstracts) (2020)
Yiheng Lin, Gautam Goel, Adam Wierman
Online Optimization with Predictions and Non-convex Losses. CoRR (2019)
Gautam Goel, Yiheng Lin, Haoyuan Sun, Adam Wierman
Beyond Online Balanced Descent: An Optimal Algorithm for Smoothed Online Optimization. NeurIPS (2019)
Gautam Goel, Yiheng Lin, Haoyuan Sun, Adam Wierman
Beyond Online Balanced Descent: An Optimal Algorithm for Smoothed Online Optimization. CoRR (2019)
Gautam Goel, Adam Wierman
An Online Algorithm for Smoothed Online Convex Optimization. SIGMETRICS Perform. Evaluation Rev. 47 (2) (2019)
Gautam Goel, Adam Wierman
An Online Algorithm for Smoothed Regression and LQR Control. AISTATS (2019)
Gautam Goel
Smoothed Online Convex Optimization via Online Balanced Descent. SIGMETRICS Perform. Evaluation Rev. 46 (2) (2018)
Niangjun Chen, Gautam Goel, Adam Wierman
Smoothed Online Convex Optimization in High Dimensions via Online Balanced Descent. CoRR (2018)
Gautam Goel, Adam Wierman
Smoothed Online Optimization for Regression and Control. CoRR (2018)
Niangjun Chen, Gautam Goel, Adam Wierman
Smoothed Online Convex Optimization in High Dimensions via Online Balanced Descent. COLT (2018)
Gautam Goel, Niangjun Chen, Adam Wierman
Thinking fast and slow: Optimization decomposition across timescales. CDC (2017)
Gautam Goel, Niangjun Chen, Adam Wierman
Thinking Fast and Slow: Optimization Decomposition Across Timescales. SIGMETRICS Perform. Evaluation Rev. 45 (2) (2017)
Gautam Goel, I-Chun Chou, Eberhard O. Voit
System estimation from metabolic time-series data. Bioinform. 24 (21) (2008)