Sigurd Løkse - Publications, H-index & Citations

Sigurd Løkse

uit the arctic university of tromso

9H指数

33论文数

378被引数

收录论文 7

发表时间

Leveraging tensor kernels to reduce objective function mismatch in deep clustering

PATTERN RECOGNITION

IF7.6

2024-05-01

OAAI

Trosten, Daniel J.; Lokse, Sigurd; Jenssen, Robert; Kampffmeyer, Michael

RELAX: Representation Learning Explainability

INTERNATIONAL JOURNAL OF COMPUTER VISION

IF9.3

2023-03-11

OAAI

Wickstrom, Kristoffer K. K.; Trosten, Daniel J. J.; Lokse, Sigurd; Boubekki, Ahcene; Mikalsen, Karl Oyvind; Kampffmeyer, Michael C. C.; Jenssen, Robert

Reservoir Computing Approaches for Representation and Classification of Multivariate Time Series 多元时间序列表示和分类的储层计算方法

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2021-05-01

OAAI

Bianchi, Filippo Maria; Scardapane, Simone; Lokse, Sigurd; Jenssen, Robert

Deep divergence-based approach to clustering

NEURAL NETWORKS

IF6.3

2019-05-01

OAAI

Kampffmeyer, Michael; Lokse, Sigurd; Bianchi, Filippo M.; Livi, Lorenzo; Salberg, Arnt-Borre; Jenssen, Robert

The deep kernelized autoencoder 深度核化自动编码器

APPLIED SOFT COMPUTING

IF6.6

2018-10-01

OAAI

Kampffmeyer, Michael; Lokse, Sigurd; Bianchi, Filippo M.; Jenssen, Robert; Livi, Lorenzo

Robust clustering using a kNN mode seeking ensemble

PATTERN RECOGNITION

IF7.6

2018-04-01

OAAI

Myhre, Jonas Nordhaug; Mikalsen, Karl Oyvind; Lokse, Sigurd; Jenssen, Robert

Training Echo State Networks with Regularization Through Dimensionality Reduction

COGNITIVE COMPUTATION

IF4.3

2017-01-13

PREAI

Lokse, Sigurd; Bianchi, Filippo Maria; Jenssen, Robert

研究方向