Ilya Kisil

Publication Activity (10 Years)

Years Active: 2019-2022
Publications (10 Years): 6

Top Topics

Compressive Sensing

Structured Sparsity

Tensor Decomposition

Top Venues

IEEE Signal Process. Mag.

INNSBDDL (Tutorials)

Publications

Ilya Kisil, Giuseppe Giovanni Calvi, Kriton Konstantinidis, Yao Lei Xu, Danilo P. Mandic
Accelerating Tensor Contraction Products via Tensor-Train Decomposition [Tips & Tricks]. IEEE Signal Process. Mag. 39 (5) (2022)
Ilya Kisil, Giuseppe Giovanni Calvi, Bruno Scalzo Dees, Danilo P. Mandic
HOTTBOX: Higher Order Tensor ToolBOX. CoRR (2021)
Ilya Kisil, Giuseppe Giovanni Calvi, Kriton Konstantinidis, Yao Lei Xu, Danilo P. Mandic
Reducing Computational Complexity of Tensor Contractions via Tensor-Train Networks. CoRR (2021)
Ljubisa Stankovic, Danilo P. Mandic, Milos Dakovic, Ilya Kisil
Demystifying the Coherence Index in Compressive Sensing [Lecture Notes]. IEEE Signal Process. Mag. 37 (1) (2020)
Ljubisa Stankovic, Danilo P. Mandic, Milos Dakovic, Ilya Kisil
An Intuitive Derivation of the Coherence Index Relation in Compressive Sensing. CoRR (2019)
Ilya Kisil, Giuseppe Giovanni Calvi, Bruno Scalzo Dees, Danilo P. Mandic
Tensor Decompositions and Practical Applications: A Hands-on Tutorial. INNSBDDL (Tutorials) (2019)