Vladimir Pestov

42 papers B 9Misc 1Journal 29Unranked 2

Year	Rank	Type	Title / Venue / Authors
2022	J	`jnl`	A universally consistent learning rule with a universally monotone error. J. Mach. Learn. Res. Vladimir Pestov
2021	J	`jnl`	A universally consistent learning rule with a universally monotone error. CoRR Vladimir Pestov
2014	J	`jnl`	Editorial. Inf. Syst. Gonzalo Navarro, Vladimir Pestov
2013	J	`jnl`	Is the Comput. Math. Appl. Vladimir Pestov
2013	J	`jnl`	Lower Bounds on Performance of Metric Tree Indexing Schemes for Exact Similarity Search in High Dimensions. Algorithmica Vladimir Pestov
2013	J	`jnl`	PAC learnability under non-atomic measures: A problem by Vidyasagar. Theor. Comput. Sci. Vladimir Pestov
2013	B	`conf`	PFMFind: A System for Discovery of Peptide Homology and Function. SISAP Aleksandar Stojmirovic, Peter Andreae, Mike Boland, Thomas William Jordan, Vladimir Pestov
2013	B	`conf`	Text Categorization via Similarity Search - An Efficient and Effective Novel Algorithm. SISAP Hubert Haoyang Duan, Vladimir Pestov, Varun Singla
2013	J	`jnl`	Text Categorization via Similarity Search: An Efficient and Effective Novel Algorithm. CoRR Hubert Haoyang Duan, Vladimir Pestov, Varun Singla
2012	J	`jnl`	Indexability, concentration, and VC theory. J. Discrete Algorithms Vladimir Pestov
2012	B	`ed.`	Similarity Search and Applications - 5th International Conference, SISAP 2012, Toronto, ON, Canada, August 9-10, 2012. Proceedings SISAP Gonzalo Navarro, Vladimir Pestov
2011	B	`conf`	Lower bounds on performance of metric tree indexing schemes for exact similarity search in high dimensions. SISAP Vladimir Pestov
2011	B	`conf`	PAC learnability versus VC dimension: A footnote to a basic result of statistical learning. IJCNN Vladimir Pestov
2011	J	`jnl`	PAC learnability versus VC dimension: a footnote to a basic result of statistical learning CoRR Vladimir Pestov
2010	—	`conf`	A Note on Sample Complexity of Learning Binary Output Neural Networks under Fixed Input Distributions. SBRN Vladimir Pestov
2010	J	`jnl`	A note on sample complexity of learning binary output neural networks under fixed input distributions CoRR Vladimir Pestov
2010	J	`jnl`	Indexability, concentration, and VC theory CoRR Vladimir Pestov
2010	B	`conf`	Indexability, concentration, and VC theory. SISAP Vladimir Pestov
2010	J	`jnl`	Intrinsic Dimensionality CoRR Vladimir Pestov
2010	J	`jnl`	Intrinsic dimensionality. ACM SIGSPATIAL Special Vladimir Pestov
2010	B	`conf`	PAC Learnability of a Concept Class under Non-atomic Measures: A Problem by Vidyasagar. ALT Vladimir Pestov
2010	J	`jnl`	PAC learnability of a concept class under non-atomic measures: a problem by Vidyasagar CoRR Vladimir Pestov
2010	Misc	`conf`	Predictive PAC Learnability: A Paradigm for Learning from Exchangeable Input Data. GrC Vladimir Pestov
2010	J	`jnl`	Predictive PAC learnability: a paradigm for learning from exchangeable input data CoRR Vladimir Pestov
2009	B	`conf`	Curse of Dimensionality in Pivot Based Indexes. SISAP Ilya Volnyansky, Vladimir Pestov
2009	J	`jnl`	Curse of Dimensionality in Pivot-based Indexes CoRR Ilya Volnyansky, Vladimir Pestov
2008	J	`jnl`	An axiomatic approach to intrinsic dimension of a dataset. Neural Networks Vladimir Pestov
2008	J	`jnl`	Hyperlinear and Sofic Groups: A Brief Guide. Bull. Symb. Log. Vladimir Pestov
2008	J	`jnl`	Lower Bounds on Performance of Metric Tree Indexing Schemes for Exact Similarity Search in High Dimensions CoRR Vladimir Pestov
2007	J	`jnl`	An axiomatic approach to intrinsic dimension of a dataset CoRR Vladimir Pestov
2007	J	`jnl`	Indexing schemes for similarity search in datasets of short protein fragments. Inf. Syst. Aleksandar Stojmirovic, Vladimir Pestov
2007	B	`conf`	Intrinsic dimension of a dataset: what properties does one expect? IJCNN Vladimir Pestov
2007	J	`jnl`	Intrinsic dimension of a dataset: what properties does one expect? CoRR Vladimir Pestov
2006	—	`book`	Dynamics of Infinite-dimensional Groups - The Ramsey-Dvoretzky-Milman Phenomenon. Vladimir Pestov
2006	J	`jnl`	Indexing Schemes for Similarity Search: an Illustrated Paradigm. Fundam. Informaticae Vladimir Pestov, Aleksandar Stojmirovic
2003	J	`jnl`	Indexing Schemes for Similarity Search In Datasets of Short Protein Fragments CoRR Aleksandar Stojmirovic, Vladimir Pestov
2002	J	`jnl`	Indexing schemes for similarity search: an illustrated paradigm CoRR Vladimir Pestov, Aleksandar Stojmirovic
2000	J	`jnl`	On the geometry of similarity search: Dimensionality curse and concentration of measure. Inf. Process. Lett. Vladimir Pestov
1999	—	`conf`	A Geometric Framework for Modelling Similarity Search. DEXA Workshop Vladimir Pestov
1999	J	`jnl`	A geometric framework for modelling similarity search CoRR Vladimir Pestov
1999	J	`jnl`	Additive models in high dimensions CoRR Markus Hegland, Vladimir Pestov
1999	J	`jnl`	On the geometry of similarity search: dimensionality curse and concentration of measure CoRR Vladimir Pestov