Daron Anderson

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 8

Top Topics

Online Algorithms

Kolmogorov Complexity

Bandit Problems

Top Venues

J. Mach. Learn. Res.

IEEE/ACM Trans. Netw.

Publications

Daron Anderson, George Iosifidis, Douglas J. Leith
Lazy Lagrangians for Optimistic Learning With Budget Constraints. IEEE/ACM Trans. Netw. 31 (5) (2023)
Daron Anderson, Douglas J. Leith
Expected Regret and Pseudo-Regret are Equivalent When the Optimal Arm is Unique. J. Mach. Learn. Res. 23 (2022)
Daron Anderson, George Iosifidis, Douglas J. Leith
Lazy Lagrangians with Predictions for Online Learning. CoRR (2022)
Sulthana Shams, Daron Anderson, Douglas J. Leith
Cluster-Based Bandits: Fast Cold-Start for Recommender System New Users. SIGIR (2021)
Daron Anderson, Douglas J. Leith
The Lazy Online Subgradient Algorithm is Universal on Strongly Convex Domains. NeurIPS (2021)
Daron Anderson, Douglas J. Leith
Universal Algorithms: Beyond the Simplex. CoRR (2020)
Daron Anderson, Douglas J. Leith
Learning The Best Expert Efficiently. CoRR (2019)
Daron Anderson, Douglas J. Leith
Optimality of the Subgradient Algorithm in the Stochastic Setting. CoRR (2019)