Gautam Goel

7 papers · 2018–2024 · 4 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌉 Interdisciplinary Bridge · Bronze 🏃 Academic Marathon · Sprint 🗺️ Taxonomy Completionist (11) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Bronze

🧬 Topic Evolution ❓ The Questioner

Venues

L4DC (4) AISTATS (1) COLT (1) NeurIPS (1)

Top co-authors

Adam Wierman (3) Babak Hassibi (2) Elad Hazan (1) Haoyuan Sun (1) Karan Singh (1) Yiheng Lin (1) Niangjun Chen (1) Naman Agarwal (1) Peter Bartlett (1)

Research topics

Machine Learning (5) Mathematics & Optimization (5) Optimization (5) Optimization & Theory (5) Artificial Intelligence (3) Core AI (3) Deep Learning (1) Architectures (1) Core Methods (1) Learning Types (1)

Keywords

online convex optimization (4) linear dynamical system (4) competitive ratio (4) optimal control (3) state estimation (2) sublinear regret (2) kalman filter (2) online balanced descent (2) switching cost (2) lqr control (1) movement cost (1) hitting cost (1) measurement feedback (1) pathlength regret (1) disturbance-action control (1) ridge regression (1) dimension-free guarantee (1) dynamic regret (1) regret minimization (1) bregman divergence (1)

Papers

Can a transformer represent a Kalman filter? L4DC 2024 Best of Both Worlds in Online Control: Competitive Ratio and Policy Regret L4DC 2023 Online Estimation and Control with Optimal Pathlength Regret L4DC 2022 Regret-optimal measurement-feedback control L4DC 2021 An Online Algorithm for Smoothed Regression and LQR Control AISTATS 2019 Beyond Online Balanced Descent: An Optimal Algorithm for Smoothed Online Optimization NeurIPS 2019 Smoothed Online Convex Optimization in High Dimensions via Online Balanced Descent COLT 2018