MSc Data Science & AI @ TU Delft. Deep learning, graph neural networks, and LLM agents. Thesis on training transformers without backpropagation.
- Amsterdam
- in/denskrlv
Highlights
- Pro
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PosEmotion
PosEmotion PublicEmotion recognition from 3D skeletal movements in video, using MediaPipe PoseLandmarker, hierarchical clustering and SVM / Random Forest / MLP classifiers on the EiLA dataset.
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LaplaceRedux
LaplaceRedux PublicReproduction and extension of "Laplace Redux" (NeurIPS 2021): post-hoc Bayesian uncertainty for deep neural networks in PyTorch, with new Subspace and SWAG-Laplace variants.
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AlphaHMS
AlphaHMS PublicForked from s4m77/Kaggle-HMS-2
Multi-modal graph neural network for classifying harmful brain activity from EEG (HMS Kaggle challenge): GATv2 + BiLSTM over EEG and spectrogram graphs with cross-modal attention.
Python
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