Indexability, concentration, and VC theory

V Pestov�- Proceedings of the Third International Conference on�…, 2010 - dl.acm.org
… of concentration of measure on the structures of high dimension and the VapnikChervonenkis
theory … tion maps is often based on the concentration phenomemon and/or the VC theory. …

Indexability-based dataset partitioning

A Hoyos, U Ruiz, S Marchand-Maillet…�- Similarity Search and�…, 2019 - Springer
… would not be indexable, even in the approximate sense, as stated in a recent theoretical result
on … An interesting alternative avenue for investigation is that of the VC dimension [22]. The …

Curse of dimensionality in pivot based indexes

I Volnyansky, V Pestov�- 2009 Second International Workshop�…, 2009 - ieeexplore.ieee.org
theory has already been used in the analysis and design of indexing algorithms [Kle97] and
is a vast subject. We will just focus on … Our interest is in calculating the VC dimension of all …

Lower bounds on performance of metric tree indexing schemes for exact similarity search in high dimensions

V Pestov�- Proceedings of the Fourth International Conference on�…, 2011 - dl.acm.org
Indexability, concentration, and VC theory. — A full version of SISAP’2010 invited article,
submitted to Journal of Discrete Algorithms. Available from arXiv:1008.5105v4 [cs.…

Instability results for Euclidean distance, nearest neighbor search on high dimensional Gaussian data

CR Giannella�- Information Processing Letters, 2021 - Elsevier
… The focus of this paper is on theoretical behavior of the, so-called, ‘curse of dimensionality’.
… infinity and established a connection to the concentration of measure phenomenon. A more …

Check for updates Accurate and Fast Retrieval for Complex Non-metric Data via Neighborhood Graphs

L Boytsov, E Nyberg�- …�, SISAP 2019, Newark, NJ, USA, October 2�…, 2019 - books.google.com
… In this paper we focus on k nearest neighbor (k-NN) search, … sense, as stated in a recent
theoretical result on the conditional … Our aim is to decompose it into easily indexable parts. From …

[PDF][PDF] Highlights from SISAP 2010 The 3rd International Conference on Similarity Search and Applications (Istanbul, Turkey-September 18–19, 2010)

V Pestov�- The SIGSPATIAL Special - researchgate.net
… The author of this report gave a talk entitled Indexability, concentration, and VC theory,
exploring some geometric and complexity-theoretic aspects of the curse of dimensionality …

Simulation based design for large module gear machining with indexable inserts

F Klocke, M Brumm, G Weber�- Procedia CIRP, 2015 - Elsevier
… In this report the focus lies on the form milling process with coolant. Theoretical results
and results from machining trials are used to derive recommendations for a process design. …

View metadata, citation and similar papers at core. ac. uk

P Ciaccia, M Patella�- Journal of Discrete Algorithms, 2012 - core.ac.uk
… In the article “Indexability, concentration, and VC theory”, Vladimir Pestov explores some …
In particular, the Vapnik– Chervonenkis theory of statistical learning is exploited to derive lower …

Study on the negative chamfered edge and its influence on the indexable cutting insert's lifetime and its strengthening mechanism

G He, X Liu, C Wu, S Zhang, L Zou, D Li�- The International Journal of�…, 2016 - Springer
… By far, most studies about cutting theory are based on the … We must consider the cutting
velocity vc, the feed f, the insert’s … which prevents the over-concentration of mechanical loads and …