Elizaveta Rebrova

3 papers · 2020–2025 · 3 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (3) 🏃 Academic Marathon (5) 🐝 Cross-Pollinator (6) 🐣 Hot Topic Early Bird

Conferences

ALT (1) EMNLP (1) JMLR (1)

Top co-authors

Deanna Needell (2) Rishi Sonthalia (1) Xia Li (1) Daniel LeJeune (1) Rachel Grotheer (1) Jackie Lok (1) Michal Derezinski (1) Longxiu Huang (1) Kyung Ha (1) Alona Kryshchenko (1)

Keywords

topic modeling (1) hierarchical clustering (1) nonnegative matrix factorization (1) condition number (1) numerical linear algebra (1) linear system (1) non-negative matrix factorization (1) stochastic algorithm (1) latent topic discovery (1) document organization (1) covid-19 literature (1)

Papers

Error dynamics of mini-batch gradient descent with random reshuffling for least squares regression ALT 2025

Fine-grained Analysis and Faster Algorithms for Iteratively Solving Linear Systems JMLR 2025

COVID-19 Literature Topic-Based Search via Hierarchical NMF EMNLP 2020