Rosie Zhao

7 papers · 2021–2025 · 5 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (5) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (14) 🐝 Cross-Pollinator (15)

Conferences

ICLR (3) EACL (1) ICML (1) JMLR (1) NIPS (1)

Top co-authors

Depen Morwani (4) Sham M. Kakade (4) Nikhil Vyas (3) David Meger (2) Prakash Panangaden (2) Doina Precup (2) Sahand Rezaei-Shoshtari (2) David Brandfonbrener (2) Boaz Barak (1) Gal Kaplun (1)

Keywords

policy gradient (2) continuous control (2) state abstraction (1) domain adaptation (1) text classification (1) social media analysis (1) topic modeling (1) mdp homomorphisms (1) bert embedding (1) topic modelling (1) representation learning (1) crisis management (1) reinforcement learning (1)

Papers

SOAP: Improving and Stabilizing Shampoo using Adam for Language Modeling ICLR 2025

Deconstructing What Makes a Good Optimizer for Autoregressive Language Models ICLR 2025

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

Beyond Implicit Bias: The Insignificance of SGD Noise in Online Learning ICML 2024

Continuous MDP Homomorphisms and Homomorphic Policy Gradient NIPS 2022

Bridging the gap between supervised classification and unsupervised topic modelling for social-media assisted crisis management EACL 2021