Deanna Needell

6 catalog papers. Identity-linked publications and additional name matches are distinguished below.

ORCID: 0000-0002-8058-8638

Publications

• Convergence and complexity of block majorization-minimization for constrained block-Riemannian optimization — Journal of Machine Learning Research 2026 (name-matched, not ORCID-linked)
• Fine-grained Analysis and Faster Algorithms for Iteratively Solving Linear Systems — Journal of Machine Learning Research 2025 (name-matched, not ORCID-linked)
• Online Nonnegative CP-dictionary Learning for Markovian Data — Journal of Machine Learning Research 2022 (name-matched, not ORCID-linked)
• Mode-wise Tensor Decompositions: Multi-dimensional Generalizations of CUR Decompositions — Journal of Machine Learning Research 2021 (name-matched, not ORCID-linked)
• Online matrix factorization for Markovian data and applications to Network Dictionary Learning — Journal of Machine Learning Research 2020 (name-matched, not ORCID-linked)
• Simple Classification Using Binary Data — Journal of Machine Learning Research 2018 (name-matched, not ORCID-linked)