Concepedia

Ilja Kuzborskij

IK

9

Publications

823

Citations

9

H-Index

2012

Active since

Affiliations

Idiap Research Institute(Current)

Sapienza University of Rome

École Polytechnique Fédérale de Lausanne

Stony Brook University

Toyota Technological Institute at Chicago

Ilja Kuzborskij is an author at Idiap Research Institute specializing in engineering, machine learning, and pattern recognition.

Top concepts

EngineeringMachine LearningData ScienceComputer SciencePattern RecognitionDeep LearningTransfer LearningHealthBiometricsKinematics

Publications per year

2012–2020

9

Publications

9

Characterization of a Benchmark Database for Myoelectric Movement Classification

Manfredo Atzori, Arjan Gijsberts, Ilja Kuzborskij et al. · IEEE Transactions on Neural Systems and Rehabilitation Engineering · 2014 · 275 citations · Full text

Engineering, Machine Learning, Biometrics +23

From N to N+1: Multiclass Transfer Incremental Learning

Ilja Kuzborskij, Francesco Orabona, Barbara Caputo · 2013 · 143 citations · Full text

Few-shot Learning, Incremental Learning, Machine Vision +15

Stability and Hypothesis Transfer Learning

Ilja Kuzborskij, Francesco Orabona · Infoscience (Ecole Polytechnique Fédérale de Lausanne) · 2013 · 128 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +13

On the challenge of classifying 52 hand movements from surface electromyography

Ilja Kuzborskij, Arjan Gijsberts, Barbara Caputo · 2012 · 120 citations · Full text

Engineering, Hand Movements, Biometrics +21

Data-Dependent Stability of Stochastic Gradient Descent

Ilja Kuzborskij, Christoph H. Lampert · arXiv (Cornell University) · 2017 · 64 citations · Full text

Mathematical Programming, Engineering, Machine Learning +15

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