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2020 – today
- 2024
[j3]Prakash Panangaden, Sahand Rezaei-Shoshtari, Rosie Zhao, David Meger, Doina Precup:
Policy Gradient Methods in the Presence of Symmetries and State Abstractions. J. Mach. Learn. Res. 25: 71:1-71:57 (2024)- [c5]Depen Morwani, Benjamin L. Edelman, Costin-Andrei Oncescu, Rosie Zhao, Sham M. Kakade:
Feature emergence via margin maximization: case studies in algebraic tasks. ICLR 2024 - [c4]Nikhil Vyas, Depen Morwani, Rosie Zhao, Gal Kaplun, Sham M. Kakade, Boaz Barak:
Beyond Implicit Bias: The Insignificance of SGD Noise in Online Learning. ICML 2024 - [i12]Rosie Zhao, Depen Morwani, David Brandfonbrener, Nikhil Vyas, Sham M. Kakade:
Deconstructing What Makes a Good Optimizer for Language Models. CoRR abs/2407.07972 (2024) - [i11]Tsun-Ming Cheung, Hamed Hatami, Rosie Zhao, Itai Zilberstein:
Boolean Functions with Small Approximate Spectral Norm. CoRR abs/2409.10634 (2024) - [i10]Nikhil Vyas, Depen Morwani, Rosie Zhao, Itai Shapira, David Brandfonbrener, Lucas Janson, Sham M. Kakade:
SOAP: Improving and Stabilizing Shampoo using Adam. CoRR abs/2409.11321 (2024) - 2023
- [j2]Luc Devroye, Marcel K. Goh, Rosie Y. Zhao:
On the peel number and the leaf-height of Galton-Watson trees. Comb. Probab. Comput. 32(1): 68-90 (2023) - [c3]Zaheer Abbas, Rosie Zhao, Joseph Modayil, Adam White, Marlos C. Machado:
Loss of Plasticity in Continual Deep Reinforcement Learning. CoLLAs 2023: 620-636 - [i9]Zaheer Abbas, Rosie Zhao, Joseph Modayil, Adam White, Marlos C. Machado:
Loss of Plasticity in Continual Deep Reinforcement Learning. CoRR abs/2303.07507 (2023) - [i8]Prakash Panangaden, Sahand Rezaei-Shoshtari, Rosie Zhao, David Meger
, Doina Precup:
Policy Gradient Methods in the Presence of Symmetries and State Abstractions. CoRR abs/2305.05666 (2023) - [i7]Nikhil Vyas, Depen Morwani, Rosie Zhao, Gal Kaplun, Sham M. Kakade, Boaz Barak:
Beyond Implicit Bias: The Insignificance of SGD Noise in Online Learning. CoRR abs/2306.08590 (2023) - [i6]Depen Morwani, Benjamin L. Edelman, Costin-Andrei Oncescu, Rosie Zhao, Sham M. Kakade:
Feature emergence via margin maximization: case studies in algebraic tasks. CoRR abs/2311.07568 (2023) - 2022
- [j1]Anna M. Brandenberger, Luc Devroye, Marcel K. Goh, Rosie Zhao:
Leaf multiplicity in a Bienaymé-Galton-Watson tree. Discret. Math. Theor. Comput. Sci. 24(1) (2022) - [c2]Hamed Hatami, Pooya Hatami, William Pires, Ran Tao, Rosie Zhao:
Lower Bound Methods for Sign-Rank and Their Limitations. APPROX/RANDOM 2022: 22:1-22:24 - [c1]Sahand Rezaei-Shoshtari, Rosie Zhao, Prakash Panangaden, David Meger, Doina Precup:
Continuous MDP Homomorphisms and Homomorphic Policy Gradient. NeurIPS 2022 - [i5]Sahand Rezaei-Shoshtari, Rosie Zhao, Prakash Panangaden, David Meger, Doina Precup:
Continuous MDP Homomorphisms and Homomorphic Policy Gradient. CoRR abs/2209.07364 (2022) - [i4]TsunMing Cheung, Hamed Hatami, Rosie Zhao, Itai Zilberstein:
Boolean functions with small approximate spectral norm. Electron. Colloquium Comput. Complex. TR22 (2022) - [i3]Hamed Hatami, Pooya Hatami, William Pires, Ran Tao, Rosie Zhao:
Lower Bound Methods for Sign-rank and their Limitations. Electron. Colloquium Comput. Complex. TR22 (2022) - 2021
- [i2]Mikael Brunila, Rosie Zhao, Andrei Mircea, Sam Lumley, Renée Sieber:
Bridging the gap between supervised classification and unsupervised topic modelling for social-media assisted crisis management. CoRR abs/2103.11835 (2021) - 2020
- [i1]Gavin McCracken, Colin Daniels, Rosie Zhao, Anna M. Brandenberger, Prakash Panangaden, Doina Precup:
A Study of Policy Gradient on a Class of Exactly Solvable Models. CoRR abs/2011.01859 (2020)
Coauthor Index
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