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arxiv.org/abs/2003.12972v1

On the Precise Error Analysis of Support Vector Machines

This paper investigates the asymptotic behavior of the soft-margin and hard-margin support vector machine (SVM) classifiers for simultaneously high-dimensional and numerous data (large $n$ and large $p$ with $n/p\toδ$) drawn from a Gaussian mixture...

arxiv.org/abs/2512.06667v1

Varied Branches of Nondegenerate Vector Solitons

Our study on nondegenerate dark-bright-bright solitons in a three-component Manakov model with repulsive interactions reveals the existence of diverse branches of nondegenerate vector solitons. For fixed bright component particle numbers and a given...

arxiv.org/abs/2505.17810v1

VIBE: Vector Index Benchmark for Embeddings

Approximate nearest neighbor (ANN) search is a performance-critical component of many machine learning pipelines. Rigorous benchmarking is essential for evaluating the performance of vector indexes for ANN search. However, the datasets of the existin...

arxiv.org/abs/2002.04726v2

Online Learning with Imperfect Hints

We consider a variant of the classical online linear optimization problem in which at every step, the online player receives a "hint" vector before choosing the action for that round. Rather surprisingly, it was shown that if the hint vector is guara...

github.com/AndersonBY/vector-vein

AndersonBY/vector-vein

No-code AI workflow. Drag and drop workflow nodes and use your workflow with your AI agents. (⭐ 942)

arxiv.org/abs/hep-ph/9411291v1

The Bess Model at Future Colliders

The BESS model consists of an effective lagrangian parametrization with dynamical symmetry breaking, describing scalar, vector and axial-vector bound states in a rather general framework. After a brief description of the model and its generalizatio...

github.com/tensorchord/pgvecto.rs

tensorchord/pgvecto.rs

Scalable, Low-latency and Hybrid-enabled Vector Search in Postgres. Revolutionize Vector Search, not Database. (⭐ 2157)

arxiv.org/abs/1303.1152v2

An Equivalence between the Lasso and Support Vector Machines

We investigate the relation of two fundamental tools in machine learning and signal processing, that is the support vector machine (SVM) for classification, and the Lasso technique used in regression. We show that the resulting optimization problems...