Vilen Jumutc

Publication Activity (10 Years)

Years Active: 2010-2023
Publications (10 Years): 5

Top Topics

Spectral Clustering

Top Venues

Publications

Vilen Jumutc, Artjoms Suponenkovs, Andrey Bondarenko, Dmitrijs Bliznuks, Alexey Lihachev
Hybrid Approach to Colony-Forming Unit Counting Problem Using Multi-Loss U-Net Reformulation. Sensors 23 (19) (2023)
Vilen Jumutc, Dmitrijs Bliznuks, Alexey Lihachev
Multi-Loss U-Net Reformulation as an Efficient Solution to the Colony-Forming Unit Counting Problem. EMBC (2023)
Vilen Jumutc, Dmitrijs Bliznuks, Alexey Lihachev
Multi-Path U-Net Architecture for Cell and Colony-Forming Unit Image Segmentation. Sensors 22 (3) (2022)
Rocco Langone, Raghvendra Mall, Vilen Jumutc, Johan A. K. Suykens
Fast in-memory spectral clustering using a fixed-size approach. ESANN (2016)
Vilen Jumutc, Johan A. K. Suykens
Reweighted stochastic learning. Neurocomputing 198 (2016)
Vilen Jumutc, Rocco Langone, Johan A. K. Suykens
Regularized and sparse stochastic k-means for distributed large-scale clustering. IEEE BigData (2015)
Raghvendra Mall, Vilen Jumutc, Rocco Langone, Johan A. K. Suykens
Representative subsets for big data learning using k-NN graphs. IEEE BigData (2014)
Vilen Jumutc, Johan A. K. Suykens
Reweighted l1 Dual Averaging Approach for Sparse Stochastic Learning. ESANN (2014)
Vilen Jumutc, Johan A. K. Suykens
New bilinear formulation to semi-supervised classification based on Kernel Spectral Clustering. CIDM (2014)
Vilen Jumutc, Johan A. K. Suykens
Reweighted l 2-Regularized Dual Averaging Approach for Highly Sparse Stochastic Learning. ISNN (2014)
Vilen Jumutc, Johan A. K. Suykens
Multi-Class Supervised Novelty Detection. IEEE Trans. Pattern Anal. Mach. Intell. 36 (12) (2014)
Vilen Jumutc, Johan A. K. Suykens
Supervised Novelty Detection. CIDM (2013)
Vilen Jumutc, Johan A. K. Suykens
Weighted Coordinate-Wise Pegasos. PReMI (2013)
Vilen Jumutc, Xiaolin Huang, Johan A. K. Suykens
Fixed-size Pegasos for hinge and pinball loss SVM. IJCNN (2013)
Vilen Jumutc, Pawel Zayakin, Arkady Borisov
Ranking-Based Kernels in Applied Biomedical Diagnostics Using a Support Vector Machine. Int. J. Neural Syst. 21 (6) (2011)
Vilen Jumutc, Andrey Bondarenko
Polytope Classifier: A Symbolic Knowledge Extraction from Piecewise-Linear Support Vector Machine. KES (1) (2011)
Vilen Jumutc, Pawel Zayakin
On the Power of Topological Kernel in Microarray-Based Detection of Cancer. IDEAL (2010)