Resolving Matrix Spencer Conjecture Up to Poly-logarithmic Rank
Nikhil Bansal, Haotian Jiang, Raghu Meka
2023Year
6Citations
6Top-tier citations
Abstract
We give a simple proof of the matrix Spencer conjecture up to poly-logarithmic rank: given symmetric d × d matrices A1,…,An each with ||Ai||op ≤ 1 and rank at most n/log3 n, one can efficiently find ± 1 signs x1,…,xn such that their signed sum has spectral norm ||∑i=1n xi Ai||op = O(√n). This result also implies a logn − Ω( loglogn) qubit lower bound for quantum random access codes encoding n classical bits with advantage ≫ 1/√n.
Ask about this paper
Your agent reads all of it.
Lune indexed this paper to the last equation, along with the top-tier papers that cite it. Ask a question and the answer quotes them.
Your agent calls
Luneget_paper_fulltext
Free to start. No credit card required.
Terminal
Install the CLIlune papers fulltext 0fbee67d-4d50-4734-a68b-64703e79f370Cited by top-tier papers6
- Exponential Lower Bounds for Smooth 3-LCCs and Sharp Bounds for DesignsPravesh K. Kothari, Peter ManoharFOCS 2024 · 2 citations
- Eulerian Graph Sparsification by Effective Resistance DecompositionArun Jambulapati, Sushant Sachdeva, Aaron Sidford, Kevin Tian et al.SODA 2025 · 2 citations
- The Vector Balancing Constant for ZonotopesRainie Bozzai, Victor Reis, Thomas RothvossFOCS 2023 · 1 citation
- Discrepancy Algorithms for the Binary PerceptronShuangping Li, Tselil Schramm, Kangjie ZhouSTOC 2025 · 1 citation
- Linear-Sized Sparsifiers via Near-Linear Time Discrepancy TheoryArun Jambulapati, Victor Reis, Kevin TianSODA 2024 · 1 citation
Builds on5
- Matrix discrepancy from Quantum communicationSamuel B. Hopkins, Prasad Raghavendra, Abhishek ShettySTOC 2022 · 8 citations
- Flow time scheduling and prefix Beck-FialaNikhil Bansal, Lars Rohwedder, Ola SvenssonSTOC 2022 · 8 citations
- A new framework for matrix discrepancy: partial coloring bounds via mirror descentDaniel Dadush, Haotian Jiang, Victor ReisSTOC 2022 · 7 citations
- Linear Size Sparsifier and the Geometry of the Operator Norm BallVictor Reis, Thomas RothvossSODA 2020 · 5 citations
- Online vector balancing and geometric discrepancyNikhil Bansal, Haotian Jiang, Sahil Singla, Makrand SinhaSTOC 2020 · 2 citations
Related papers
- Sign-Rank of k-Hamming Distance is ConstantMika Göös, Nathaniel Harms, Valentin Imbach, Dmitry SokolovFOCS 2025 · 6 citations
- Smooth Trade-off for Tensor PCA via Sharp Bounds for Kikuchi MatricesPravesh K. Kothari, Jeff XuSODA 2026
- RETRACTED: Constructive ℓ2-Discrepancy Minimization with Additive DeviationsSODA 2026
- The rank of sparse random matricesAmin Coja-Oghlan, Alperen Ali Ergür, Pu Gao, Samuel Hetterich et al.SODA 2020 · 19 citations
- Krylov Methods are (nearly) Optimal for Low-Rank ApproximationAinesh Bakshi, Shyam NarayananFOCS 2023 · 14 citations
