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Rosie Zhao
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Using deep learning and social network analysis to understand and manage extreme flooding
A Romascanu, H Ker, R Sieber, S Greenidge, S Lumley, D Bush, ...
Journal of Contingencies and Crisis Management 28 (3), 251-261, 2020
282020
Loss of plasticity in continual deep reinforcement learning
Z Abbas, R Zhao, J Modayil, A White, MC Machado
Conference on Lifelong Learning Agents, 620-636, 2023
252023
Continuous mdp homomorphisms and homomorphic policy gradient
S Rezaei-Shoshtari, R Zhao, P Panangaden, D Meger, D Precup
Advances in Neural Information Processing Systems 35, 20189-20204, 2022
112022
Lower bound methods for sign-rank and their limitations
H Hatami, P Hatami, W Pires, R Tao, R Zhao
Approximation, Randomization, and Combinatorial Optimization. Algorithms and …, 2022
72022
Boolean functions with small approximate spectral norm
TM Cheung, H Hatami, R Zhao, I Zilberstein
Electronic Colloquium on Computational Complexity, 2022
42022
On the peel number and the leaf-height of Galton–Watson trees
L Devroye, MK Goh, RY Zhao
Combinatorics, Probability and Computing 32 (1), 68-90, 2023
3*2023
Arithmetic subsequences in a random ordering of an additive set
MK Goh, RY Zhao
arXiv preprint arXiv:2012.12339, 2020
32020
Feature emergence via margin maximization: case studies in algebraic tasks
D Morwani, BL Edelman, CA Oncescu, R Zhao, S Kakade
arXiv preprint arXiv:2311.07568, 2023
22023
Beyond implicit bias: The insignificance of sgd noise in online learning
N Vyas, D Morwani, R Zhao, G Kaplun, S Kakade, B Barak
arXiv preprint arXiv:2306.08590, 2023
22023
Bridging the gap between supervised classification and unsupervised topic modelling for social-media assisted crisis management
M Brunila, R Zhao, A Mircea, S Lumley, R Sieber
arXiv preprint arXiv:2103.11835, 2021
22021
Policy Gradient Methods in the Presence of Symmetries and State Abstractions
P Panangaden, S Rezaei-Shoshtari, R Zhao, D Meger, D Precup
arXiv preprint arXiv:2305.05666, 2023
12023
Leaf multiplicity in a Bienaym\'e-Galton-Watson tree
AM Brandenberger, L Devroye, MK Goh, RY Zhao
Discrete Mathematics & Theoretical Computer Science 24 (Analysis of Algorithms), 2022
12022
Continuous Homomorphisms and Leveraging Symmetries in Policy Gradient Algorithms for Markov Decision Processes
RY Zhao
McGill University (Canada), 2022
2022
A Study of Policy Gradient on a Class of Exactly Solvable Models
G McCracken, C Daniels, R Zhao, A Brandenberger, P Panangaden, ...
arXiv preprint arXiv:2011.01859, 2020
2020
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