Fayyaz Minhas

Casualties of Causality Biases and confounders in computational pathology deep learning models

Fayyaz Minhas

Causality and Domain Generalization Inspirations & Aspirations for Computational Pathology

Fayyaz Minhas

Tissue Image Analytics, PathLAKE and Beyond

Fayyaz Minhas

10.7 Natural Language Modelling (Data Mining and Machine Learning)

Fayyaz Minhas

10.6 Barebones GAN in PyTorch (Data Mining and Machine Learning)

Fayyaz Minhas

10.5 GANs (Data Mining and Machine Learning)

Fayyaz Minhas

10.4 Generative Models (Data Mining and Machine Learning)

Fayyaz Minhas

10.3 Autoencoders (Data Mining and Machine Learning)

Fayyaz Minhas

10.2 Residual Networks (Data Mining and Machine Learning)

Fayyaz Minhas

10.1 Under the hood view of deep learning libraries (Data Mining and Machine Learning)

Fayyaz Minhas

9.10 Transfer Learning (Data Mining and Machine Learning)

Fayyaz Minhas

9.9 CNN Hyperparameters and Regularization (Data Mining and Machine Learning)

Fayyaz Minhas

9.8 Why CNNs (Data Mining and Machine Learning)

Fayyaz Minhas

9.7 CNN training in PyTorch (Data Mining and Machine Learning)

Fayyaz Minhas

9.6 CNNs (Data Mining and Machine Learning)

Fayyaz Minhas

9.5 Learning filters (Data Mining and Machine Learning)

Fayyaz Minhas

9.4 Convolution (Data Mining and Machine Learning)

Fayyaz Minhas

9.3 Finding Waldo is difficult with a fully connecteed MLP (Data Mining and Machine Learning)

Fayyaz Minhas

9.2 By going deep (Data Mining and Machine Learning)

Fayyaz Minhas

9.1 We can approximate the universe (Data Mining and Machine Learning)

Fayyaz Minhas

8.7 Improving learning of MLPs (Data Mining and Machine Learning)

Fayyaz Minhas

8.6.3 MLP in PyTorch for MNIST with Dataloaders (Data Mining and Machine Learning)

Fayyaz Minhas

8.6.2 MLP in PyTorch using NN module (Data Mining and Machine Learning)

Fayyaz Minhas

8.6.1 MLP in Keras (Data Mining and Machine Learning)

Fayyaz Minhas

8.5 Deriving Backpropagation algorithm for MLPs (Data Mining and Machine Learning)

Fayyaz Minhas

8.4 Let's play with a neural network (Data Mining and Machine Learning)

Fayyaz Minhas

8.3 Multilayer Perceptron (Data Mining and Machine Learning)

Fayyaz Minhas

8.2 Single Neuron Model (Data Mining and Machine Learning)

Fayyaz Minhas

8.1 Let me pick your brain (Data Mining and Machine Learning)

Fayyaz Minhas

7.8 Still more problems (Data Mining and Machine Learning)

Fayyaz Minhas