You can find a subset of my previous internal and external presentations here.
Conferences
F. Sheikholeslami, S. Jain, and G. B. Giannakis, Randomized defenses against adversarial images in convolutional neural networks, IEEE Intl. Conf. on Acoustics, Speech, and Signal Processing (ICASSP), Brighton, UK, May 2019. ( Slides coming soon )
F. Sheikholeslami, and G. B. Giannakis, Overlapping community detection via constrained PARAFAC: A divide and conquer approach, IEEE Intl. Conf. on Data Mining (ICDM), New Orleans, USA, 2017 (Regular paper- Acceptance rate: 9.25\%). (Slides )
A. Sadeghi, F. Sheikholeslami, A. Marques, and G. B. Giannakis, Reinforcement learning for 5G caching with dynamic costs, Proc. of IEEE Intl. Conf. on Acoustics, Speech, and Signal Processing (ICASSP), Calgary, CA, April 2018. (Slides )
A. Sadeghi, F. Sheikholeslami, and G. B. Giannakis, Dynamic Proactive Caching via Reinforcement Learning, IEEE Proc. of SPAWC, Greece, July, 2018. (Slides )
F. Sheikholeslami, and G. B. Giannakis, Scalable Kernel-based Learning via Low-rank Approximation of Lifted Data, Proc. of Allerton Conf. on Comm., Control, and Computing, Urbana, IL, Oct. 4-6, 2017. (Slides )
F. Sheikholeslami, D. K. Berberidis, and G. B. Giannakis, Memory efficient low-rank non-linear subspace tracking, Proc. of CAMSAP Conf., Curacao, Dutch Antilles, Dec. 10-13, 2017. (Slides )
Internal presentations
From word-embedding in NLP to node-embedding in learning over graphs (Slides )
Stability and generalization in Pattern Recognition (Slides )
From imaging data to connectivity graphs in brain networks (Slides )
