Concepedia

Dmitry Pechyony

DP

Statistics

Publications

11

Citations

331

H-Index

10

Active since

2008

Affiliations

Technion – Israel Institute of Technology(Current)

Princeton University

Akamai (United States)

Dmitry Pechyony is an author at Technion – Israel Institute of Technology specializing in engineering, computer science, and data science.

Top concepts

EngineeringComputer ScienceData ScienceMachine LearningKnowledge DiscoveryData MiningSupervised LearningPattern RecognitionStatistical InferenceArtificial Intelligence

Publications per year

2008–2013

11

Publications

11

On the theory of learning with Privileged Information

Dmitry Pechyony, Vladimir Vapnik · 2010 · 53 citations

SMO-Style Algorithms for Learning Using Privileged Information.

Dmitry Pechyony, Rauf Izmailov, Akshay Vashist et al. · Investigative Radiology · 2010 · 53 citations

Stability of transductive regression algorithms

Corinna Cortes, Mehryar Mohri, Dmitry Pechyony et al. · 2008 · 49 citations

Mathematical Programming, Local Transductive Regression, Engineering +13

Generalization Bounds for Online Learning Algorithms with Pairwise Loss Functions

Yuyang Wang, Roni Khardon, Dmitry Pechyony et al. · 2012 · 40 citations

Engineering, Machine Learning, Algorithmic Learning +18

Transductive Rademacher Complexity and its Applications

Ran El‐Yaniv, Dmitry Pechyony · Journal of Artificial Intelligence Research · 2009 · 37 citations · Full text

Circuit Complexity, Artificial Intelligence, Computational Complexity Theory +16

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