Publications

Thesis

Yusuf Yigit PILAVCI (2022). Wilson's Algorithm for Randomized Linear Algebra.

Conference Papers

Yusuf Yigit PILAVCI, Pierre-Olivier Amblard, Simon Barthelme, Nicolas Tremblay (2022). Variance Reduction for Inverse Trace Estimation via Random Spanning Forests. XXVIIIème Colloque Francophone de Traitement du Signal et des Images.

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Yusuf Yigit PILAVCI, Pierre-Olivier Amblard, Simon Barthelme, Nicolas Tremblay (2022). Variance reduction in stochastic methods for large-scale regularised least-squares problems. 30th European Signal Processing Conference.

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Yusuf Yigit PILAVCI, Pierre-Olivier Amblard, Simon Barthelme, Nicolas Tremblay (2020). Smoothing graph signals via random spanning forests. 45th International Conference on Acoustics, Speech, and Signal Processing.

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Yusuf Yigit PILAVCI, Nicolas Farrugia (2019). Spectral graph wavelet transform as feature extractor for machine learning in neuroimaging. 44th International Conference on Acoustics, Speech, and Signal Processing.

Journal Papers

Yusuf Yigit PILAVCI, Pierre-Olivier Amblard, Simon Barthelme, Nicolas Tremblay (2021). Graph Tikhonov Regularization and Interpolation via Random Spanning Forests. IEEE Transactions on Signal and Information Processing over Networks.

Mehmet Turan, Yusuf Yigit PILAVCI, Ipek Ganiyusufoglu, Helder Araujo, Ender Konukoglu, Metin Sitti (2017). Sparse-then-dense alignment-based 3d map reconstruction method for endoscopic capsule robots.

Preprints

Yusuf Yigit PILAVCI, Eylem Tugce Guneyi, Cemil Cengiz, Elif Vural (2019). Graph Domain Adaptation with Localized Graph Signal Representations.