Annie Marsden
5 papers · 2021–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(12)
Venues
Top co-authors
Research topics
Keywords
convex optimization
(3)
query complexity
(2)
cutting plane method
(2)
condition number
(1)
memory complexity
(1)
spectral filtering
(1)
parametric model
(1)
regret bound
(1)
first-order method
(1)
length generalization
(1)
linear dynamical system
(1)
first-order query
(1)
memory constraint
(1)
accelerated gradient method
(1)
first-order oracle
(1)
gradient-based learning
(1)
multi-scale optimization
(1)
improper learning
(1)
memory-constrained algorithm
(1)
ill-conditioned optimization problem
(1)
Papers
Provable Length Generalization in Sequence Prediction via Spectral Filtering
ICML 2025
Efficient Convex Optimization Requires Superlinear Memory (Extended Abstract)
IJCAI 2023
Big-Step-Little-Step: Efficient Gradient Methods for Objectives with Multiple Scales
COLT 2022
Efficient Convex Optimization Requires Superlinear Memory
COLT 2022
Misspecification in Prediction Problems and Robustness via Improper Learning
AISTATS 2021