Rosie Zhao

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 15

Top Topics

Reinforcement Learning

Online Learning

Policy Gradient

Top Venues

Electron. Colloquium Comput. Complex.

Discret. Math. Theor. Comput. Sci.

Publications

Rosie Zhao, Depen Morwani, David Brandfonbrener, Nikhil Vyas, Sham M. Kakade
Deconstructing What Makes a Good Optimizer for Language Models. CoRR (2024)
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)
Zaheer Abbas, Rosie Zhao, Joseph Modayil, Adam White, Marlos C. Machado
Loss of Plasticity in Continual Deep Reinforcement Learning. CoRR (2023)
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 (2023)
Prakash Panangaden, Sahand Rezaei-Shoshtari, Rosie Zhao, David Meger, Doina Precup
Policy Gradient Methods in the Presence of Symmetries and State Abstractions. CoRR (2023)
Depen Morwani, Benjamin L. Edelman, Costin-Andrei Oncescu, Rosie Zhao, Sham M. Kakade
Feature emergence via margin maximization: case studies in algebraic tasks. CoRR (2023)
Zaheer Abbas, Rosie Zhao, Joseph Modayil, Adam White, Marlos C. Machado
Loss of Plasticity in Continual Deep Reinforcement Learning. CoLLAs (2023)
Hamed Hatami, Pooya Hatami, William Pires, Ran Tao, Rosie Zhao
Lower Bound Methods for Sign-Rank and Their Limitations. APPROX/RANDOM (2022)
Sahand Rezaei-Shoshtari, Rosie Zhao, Prakash Panangaden, David Meger, Doina Precup
Continuous MDP Homomorphisms and Homomorphic Policy Gradient. NeurIPS (2022)
Hamed Hatami, Pooya Hatami, William Pires, Ran Tao, Rosie Zhao
Lower Bound Methods for Sign-rank and their Limitations. Electron. Colloquium Comput. Complex. (2022)
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)
TsunMing Cheung, Hamed Hatami, Rosie Zhao, Itai Zilberstein
Boolean functions with small approximate spectral norm. Electron. Colloquium Comput. Complex. (2022)
Sahand Rezaei-Shoshtari, Rosie Zhao, Prakash Panangaden, David Meger, Doina Precup
Continuous MDP Homomorphisms and Homomorphic Policy Gradient. CoRR (2022)
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 (2021)
Gavin McCracken, Colin Daniels, Rosie Zhao, Anna Brandenberger, Prakash Panangaden, Doina Precup
A Study of Policy Gradient on a Class of Exactly Solvable Models. CoRR (2020)