GI
Giannis Iakovidis
cs.DScs.LGmath.STstat.THstat.ML
On Valency
published · living versionsW_unbse2bj·v1 · currentpublished
Gaussian Partitioning for Reliable Learning of Multi-Index Models
with Ilias Diakonikolas, Daniel M. Kane, Mingchen Ma
1 version
Preprints & journals
6 papers in the corpus · 2025–2026Fast Algorithms for Sparse PCA and Robust Sparse Estimation2609.09701v1 · Giannis Iakovidis, Ankit Pensia2026 · 0 citationsarXiv
Polynomial-Time Robust Multiclass Linear Classification under Gaussian Marginals2605.21428v1 · Ilias Diakonikolas, Giannis Iakovidis, Mingchen Ma2026 · 0 citationsarXiv
Sample Complexity Bounds for Robust Mean Estimation with Mean-Shift Contamination2602.22130v1 · Ilias Diakonikolas, Giannis Iakovidis, Daniel M. Kane et al.2026 · 0 citationsarXiv
Testable Learning of General Halfspaces under Massart Noise2602.22300v1 · Ilias Diakonikolas, Giannis Iakovidis, Daniel M. Kane et al.2026 · 0 citationsarXiv
Algorithms and SQ Lower Bounds for Robustly Learning Real-valued Multi-index Models2505.21475v1 · Ilias Diakonikolas, Giannis Iakovidis, Daniel M. Kane et al.2025 · 0 citationsarXiv
Robust Learning of Multi-index Models via Iterative Subspace Approximation2502.09525v2 · Ilias Diakonikolas, Giannis Iakovidis, Daniel M. Kane et al.2025 · 0 citationsarXiv
Career total: 6 works. 6 are in this corpus.
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