Institute for Information Transmission Problems

most citedSequential Minimal Optimization Algorithm for One-Class Support Vector Machines With Privileged Information

4 citations

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Andrey Lange1 · h 5
Andrey L. Piatnitski1 · h 30
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collaborating institutions

Kurchatov InstituteRU2 papers
Moscow Institute of Physics and TechnologyRU2 papers
Russian Academy of SciencesRU2 papers
Indian Institute of Information Technology, PuneIN1 paper
Institute for System ProgrammingRU1 paper
Institute for Theoretical and Experimental PhysicsRU1 paper
Laboratoire de Mathématiques Blaise PascalFR1 paper
Laboratoire Manceau de MathématiquesFR1 paper
Le Mans UniversitéFR1 paper
Lomonosov Moscow State UniversityRU1 paper
National Research University Higher School of EconomicsRU1 paper
Peoples' Friendship University of RussiaRU1 paper

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math.ST2026

Weighted Chernoff information and optimal loss exponent in context-sensitive hypothesis testing

Mark Kelbert, El'mira Yu. Kalimulina

We study binary hypothesis testing for i.i.d. observations under a multiplicative context weight. For the optimal weighted total loss, defined as the sum of weighted type-I and typ…