Scholar
Esa Ollila
Google Scholar ID: -baBWmMAAAAJ
Associate Professor (tenured), Aalto University
High-dimensional statistics
Data science
Statistical signal processing
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Citations & Impact
All-time
Citations
1,754
H-index
18
i10-index
40
Publications
20
Co-authors
35
list available
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Publications
5 items
Finer Parameter Steps for Low-Rank PEFT: A Controlled Study with CP Tensor Adapters
2026
Cited
0
Anisotropic Tensor Deconvolution of Hyperspectral Images
2026
Cited
0
Generalized Nonnegative Structured Kruskal Tensor Regression
2025
Cited
0
Frequency Range 3 for ISAC in 6G: Potentials and Challenges
2025
Cited
0
AI-Empowered Integrated Sensing and Communications
2025
Cited
0
Resume
Research Experience
Associate Professor (tenured) at Aalto University conducting research in statistical signal processing and machine learning
Organizes and participates in international workshops such as the Statistical Learning for Signal and Image Processing (SLSIP)
Organizing an invited session on 'The Role of Robust Statistics in Signal Processing' at ICORS-2025 (May 2025, Italy)
Co-organizing a special session at SSP-2025 (June 2025, Edinburgh) with Ami Wiesel
Gave a talk at Nokia Headquarters (Espoo, Finland) on 'Sparse Sensing and Regularization: Applications to Beamforming, IoT, and Detection'
Co-authors
11 total
Visa Koivunen
Aalto Distinguished Professor, Aalto University
Sergiy Vorobyov
Professor of Signal Processing, Aalto University
Frédéric Pascal
Professor, L2S/CentraleSupélec
Klaus Nordhausen
Department of Mathematics and Statistics, University of Helsinki
Michael Muma
Prof. Dr.-Ing., Technische Universität Darmstadt
Daniel P. Palomar
Department of Electronic & Computer Engineering, Department of Industrial Eng. & Decision Analytics
Abdelhak M. Zoubir
Professor of Signal Processing, Technische Universität Darmstadt
Peter Gerstoft
UC San Diego