Rosie Zhao
7 papers · 2021–2025 · 5 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(24)
Venues
Top co-authors
Research topics
Machine Learning
(6)
Artificial Intelligence
(3)
Core AI
(3)
Core Methods
(3)
Optimization & Theory
(3)
Deep Learning
(2)
Natural Language Processing
(2)
Reinforcement Learning
(2)
Learning Types
(2)
Methods
(2)
Mathematics & Optimization
(1)
Application Areas
(1)
Applications · Reinforcement Learning
(1)
Applications · Natural Language Processing
(1)
Generation
(1)
Keywords
policy gradient
(2)
continuous control
(2)
state abstraction
(1)
online learning
(1)
domain adaptation
(1)
text classification
(1)
social media analysis
(1)
topic modeling
(1)
margin maximization
(1)
mdp homomorphisms
(1)
learning rate
(1)
optimization algorithm
(1)
autoregressive model
(1)
adam optimizer
(1)
language model
(1)
implicit bia
(1)
fourier feature
(1)
gradient step
(1)
bert embedding
(1)
language model pretraining
(1)
Papers
Deconstructing What Makes a Good Optimizer for Autoregressive Language Models
ICLR 2025
SOAP: Improving and Stabilizing Shampoo using Adam for Language Modeling
ICLR 2025
Beyond Implicit Bias: The Insignificance of SGD Noise in Online Learning
ICML 2024
Feature emergence via margin maximization: case studies in algebraic tasks
ICLR 2024
Policy Gradient Methods in the Presence of Symmetries and State Abstractions
JMLR 2024
Continuous MDP Homomorphisms and Homomorphic Policy Gradient
NeurIPS 2022
Bridging the gap between supervised classification and unsupervised topic modelling for social-media assisted crisis management
EACL 2021