Ashley Prater-Bennette
7 papers · 2022–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π
Interdisciplinary Bridge
π§
Keyword Pioneer
π
Conference Polyglot
(6)
π
Cross-Pollinator
(8)
πΊοΈ
Taxonomy Completionist
(15)
Conferences
AAAI (2)
AISTATS (1)
ECCV (1)
ICLR (1)
ICML (1)
JMLR (1)
Top co-authors
Keywords
bellman equation
(2)
low-rank tensor
(2)
robust markov decision process
(2)
tensor completion
(2)
tucker decomposition
(2)
nonconvex optimization
(2)
spectral initialization
(2)
scaled gradient descent
(2)
distributionally robust optimization
(1)
robust dynamic programming
(1)
uncertainty set
(1)
average reward
(1)
stochastic algorithm
(1)
tensor regression
(1)
average-reward reinforcement learning
(1)
conditional value at risk
(1)
chi-square divergence
(1)
model-free algorithm
(1)
robust machine learning
(1)
low-rank tensor estimation
(1)
Papers
Revisiting Large-Scale Non-convex Distributionally Robust Optimization
ICLR 2025
Large-Scale Non-convex Stochastic Constrained Distributionally Robust Optimization
AAAI 2024
Model-Free Robust Average-Reward Reinforcement Learning
ICML 2023
Robust Average-Reward Markov Decision Processes
AAAI 2023
Incremental Task Learning with Incremental Rank Updates
ECCV 2022
Scaling and Scalability: Provable Nonconvex Low-Rank Tensor Completion
AISTATS 2022
Scaling and Scalability: Provable Nonconvex Low-Rank Tensor Estimation from Incomplete Measurements
JMLR 2022