Hardness of High-Dimensional Linear Classification
Fuente:
arXiv
Saved in:
| Main Authors: | Munteanu, Alexander, Omlor, Simon, Phillips, Jeff M. |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Optimal Dimension-Free Sampling for Regularized Classification
by: Alishahi, Meysam, et al.
Published: (2026)
by: Alishahi, Meysam, et al.
Published: (2026)
Optimal bounds for $\ell_p$ sensitivity sampling via $\ell_2$ augmentation
by: Munteanu, Alexander, et al.
Published: (2024)
by: Munteanu, Alexander, et al.
Published: (2024)
Turnstile $\ell_p$ leverage score sampling with applications
by: Munteanu, Alexander, et al.
Published: (2024)
by: Munteanu, Alexander, et al.
Published: (2024)
Scalable Learning of Multivariate Distributions via Coresets
by: Ding, Zeyu, et al.
Published: (2026)
by: Ding, Zeyu, et al.
Published: (2026)
Improved Learning via k-DTW: A Novel Dissimilarity Measure for Curves
by: Krivošija, Amer, et al.
Published: (2025)
by: Krivošija, Amer, et al.
Published: (2025)
Graph-Based Nearest-Neighbor Search without the Spread
by: Giliberti, Jeff, et al.
Published: (2026)
by: Giliberti, Jeff, et al.
Published: (2026)
Navigable Graphs for High-Dimensional Nearest Neighbor Search: Constructions and Limits
by: Diwan, Haya, et al.
Published: (2024)
by: Diwan, Haya, et al.
Published: (2024)
Data subsampling for Poisson regression with pth-root-link
by: Lie, Han Cheng, et al.
Published: (2024)
by: Lie, Han Cheng, et al.
Published: (2024)
Fast Agnostic Learners in the Plane
by: Eden, Talya, et al.
Published: (2025)
by: Eden, Talya, et al.
Published: (2025)
Parameterized Approximation for Robust Clustering in Discrete Geometric Spaces
by: Abbasi, Fateme, et al.
Published: (2023)
by: Abbasi, Fateme, et al.
Published: (2023)
A Tight VC-Dimension Analysis of Clustering Coresets with Applications
by: Cohen-Addad, Vincent, et al.
Published: (2025)
by: Cohen-Addad, Vincent, et al.
Published: (2025)
Coresets for Clustering Under Stochastic Noise
by: Huang, Lingxiao, et al.
Published: (2025)
by: Huang, Lingxiao, et al.
Published: (2025)
$k$-PCA for (non-squared) Euclidean Distances: Polynomial Time Approximation
by: Greenhut, Daniel, et al.
Published: (2025)
by: Greenhut, Daniel, et al.
Published: (2025)
A Query-Driven Approach to Space-Efficient Range Searching
by: Fotakis, Dimitris, et al.
Published: (2025)
by: Fotakis, Dimitris, et al.
Published: (2025)
Coreset for Robust Geometric Median: Eliminating Size Dependency on Outliers
by: Fang, Ziyi, et al.
Published: (2025)
by: Fang, Ziyi, et al.
Published: (2025)
Terminal Embeddings in Sublinear Time
by: Cherapanamjeri, Yeshwanth, et al.
Published: (2021)
by: Cherapanamjeri, Yeshwanth, et al.
Published: (2021)
Scalable Learning of Item Response Theory Models
by: Frick, Susanne, et al.
Published: (2024)
by: Frick, Susanne, et al.
Published: (2024)
Linear Layouts Revisited: Stacks, Queues, and Exact Algorithms
by: Depian, Thomas, et al.
Published: (2025)
by: Depian, Thomas, et al.
Published: (2025)
Min-1-Planarity is NP-Hard
by: Okada, Yuto
Published: (2026)
by: Okada, Yuto
Published: (2026)
A Bouquet of Results on Maximum Range Sum: General Techniques and Hardness Reductions
by: Gusain, Rachana, et al.
Published: (2025)
by: Gusain, Rachana, et al.
Published: (2025)
Computational Hardness of Private Coreset
by: Ghazi, Badih, et al.
Published: (2026)
by: Ghazi, Badih, et al.
Published: (2026)
On Approximability of $\ell_2^2$ Min-Sum Clustering
by: S., Karthik C., et al.
Published: (2024)
by: S., Karthik C., et al.
Published: (2024)
Impossibility of Depth Reduction in Explainable Clustering
by: Deng, Chengyuan, et al.
Published: (2023)
by: Deng, Chengyuan, et al.
Published: (2023)
Optimal Orthogonal Drawings in Linear Time
by: Didimo, Walter, et al.
Published: (2025)
by: Didimo, Walter, et al.
Published: (2025)
Improved Approximation Algorithms for Three-Dimensional Bin Packing
by: Kar, Debajyoti, et al.
Published: (2025)
by: Kar, Debajyoti, et al.
Published: (2025)
Ortho-Radial Drawing in Near-Linear Time
by: Chang, Yi-Jun
Published: (2023)
by: Chang, Yi-Jun
Published: (2023)
Exact Algorithms for Clustered Planarity with Linear Saturators
by: Da Lozzo, Giordano, et al.
Published: (2024)
by: Da Lozzo, Giordano, et al.
Published: (2024)
Approximation Schemes and Structural Barriers for the Two-Dimensional Knapsack Problem with Rotations
by: Kar, Debajyoti, et al.
Published: (2026)
by: Kar, Debajyoti, et al.
Published: (2026)
Hardness of Median and Center in the Ulam Metric
by: Fischer, Nick, et al.
Published: (2025)
by: Fischer, Nick, et al.
Published: (2025)
Finding a Largest-Area Triangle in a Terrain in Near-Linear Time
by: Cabello, Sergio, et al.
Published: (2021)
by: Cabello, Sergio, et al.
Published: (2021)
Improved Hardness of Approximation for Geometric Bin Packing
by: Ray, Arka, et al.
Published: (2023)
by: Ray, Arka, et al.
Published: (2023)
Fitting trees to $\ell_1$-hyperbolic distances
by: Yim, Joon-Hyeok, et al.
Published: (2024)
by: Yim, Joon-Hyeok, et al.
Published: (2024)
Adversarially Robust Approximate Furthest Neighbor
by: Banihashem, Kiarash, et al.
Published: (2026)
by: Banihashem, Kiarash, et al.
Published: (2026)
Near-tight Bounds for Computing the Fréchet Distance in d-Dimensional Grid Graphs and the Implications for λ-low Dense Curves
by: Conradi, Jacobus, et al.
Published: (2026)
by: Conradi, Jacobus, et al.
Published: (2026)
Correcting Underrepresentation and Intersectional Bias for Classification
by: Diana, Emily, et al.
Published: (2023)
by: Diana, Emily, et al.
Published: (2023)
Unfairly Splitting Separable Necklaces
by: Schnider, Patrick, et al.
Published: (2024)
by: Schnider, Patrick, et al.
Published: (2024)
Tokenisation over Bounded Alphabets is Hard
by: Kastreva, Violeta, et al.
Published: (2025)
by: Kastreva, Violeta, et al.
Published: (2025)
Hardness of Maximum Likelihood Learning of DPPs
by: Grigorescu, Elena, et al.
Published: (2022)
by: Grigorescu, Elena, et al.
Published: (2022)
NP-hardness and a PTAS for the Euclidean Steiner Line Problem
by: Bartlmae, Simon, et al.
Published: (2024)
by: Bartlmae, Simon, et al.
Published: (2024)
High-dimensional Linear Bandits with Knapsacks
by: Ma, Wanteng, et al.
Published: (2023)
by: Ma, Wanteng, et al.
Published: (2023)
Similar Items
-
Optimal Dimension-Free Sampling for Regularized Classification
by: Alishahi, Meysam, et al.
Published: (2026) -
Optimal bounds for $\ell_p$ sensitivity sampling via $\ell_2$ augmentation
by: Munteanu, Alexander, et al.
Published: (2024) -
Turnstile $\ell_p$ leverage score sampling with applications
by: Munteanu, Alexander, et al.
Published: (2024) -
Scalable Learning of Multivariate Distributions via Coresets
by: Ding, Zeyu, et al.
Published: (2026) -
Improved Learning via k-DTW: A Novel Dissimilarity Measure for Curves
by: Krivošija, Amer, et al.
Published: (2025)