MDFS - MultiDimensional Feature Selection. - Radoslaw Piliszek; Krzysztof Mnich; Szymon Migacz; Pawel Tabaszewski; Andrzej Sulecki; Aneta Polewko-Klim; Witold R. Rudnicki (CoRR, 2018)

Optimizing Multi-GPU Parallelization Strategies for Deep Learning Training. - Saptadeep Pal; Eiman Ebrahimi; Arslan Zulfiqar; Yaosheng Fu; Victor Zhang; Szymon Migacz; David W. Nellans; Puneet Gupta 001 (IEEE Micro, 2019)

MDFS: MultiDimensional Feature Selection in R. - Radoslaw Piliszek; Krzysztof Mnich; Szymon Migacz; Pawel Tabaszewski; Andrzej Sulecki; Aneta Polewko-Klim; Witold R. Rudnicki (R J., 2019)

Pay Attention when Required. - Swetha Mandava; Szymon Migacz; Alex Fit-Florea (CoRR, 2020)

Searching the Deployable Convolution Neural Networks for GPUs. - Linnan Wang; Chenhan Yu; Satish Salian; Slawomir Kierat; Szymon Migacz; Alex Fit-Florea (CVPR, 2022)

GPUNet: Searching the Deployable Convolution Neural Networks for GPUs. - Linnan Wang; Chenhan Yu; Satish Salian; Slawomir Kierat; Szymon Migacz; Alex Fit-Florea (CoRR, 2022)

Tiered Pruning for Efficient Differentialble Inference-Aware Neural Architecture Search. - Slawomir Kierat; Mateusz Sieniawski; Denys Fridman; Chenhan Yu; Szymon Migacz; Pawel Morkisz; Alex Fit-Florea (CoRR, 2022)