Sequential Matrix Completion. - Annie Marsden; Sergio Bacallado (CoRR, 2017)

Misspecification in Prediction Problems and Robustness via Improper Learning. - Annie Marsden; John C. Duchi; Gregory Valiant (AISTATS, 2021)

Big-Step-Little-Step: Efficient Gradient Methods for Objectives with Multiple Scales. - Jonathan A. Kelner; Annie Marsden; Vatsal Sharan; Aaron Sidford; Gregory Valiant; Honglin Yuan (COLT, 2022)

Efficient Convex Optimization Requires Superlinear Memory (Extended Abstract). - Annie Marsden; Vatsal Sharan; Aaron Sidford; Gregory Valiant (IJCAI, 2023)

Provable Length Generalization in Sequence Prediction via Spectral Filtering. - Annie Marsden; Evan Dogariu; Naman Agarwal; Xinyi Chen 001; Daniel Suo; Elad Hazan (CoRR, 2024)

Efficient Convex Optimization Requires Superlinear Memory. - Annie Marsden; Vatsal Sharan; Aaron Sidford; Gregory Valiant (J. ACM, 2024)

Dimension-free Regret for Learning Asymmetric Linear Dynamical Systems. - Annie Marsden; Elad Hazan (CoRR, 2025)