Razvan Ciuca's repositories
HMC_project_IFT3795
We compare Hamiltonian Monte-Carlo simple polynomial models on cifar10 against resnets.
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MAIS_project_2024_nn_loss_landscape
My project for the Montreal AI Symposium 2024. I investigate 4 puzzling properties of NN loss landscapes by computing lots and lots of Hessian Eigenspectra of a small resnet on CIFAR10
BayesRegress
Utils for doing bayesian linear and logistic regression with arbitrary input functions, written in pytorch to be used on GPU, and do be differentiable end-to-end. Includes functions for doing infogain on the posterior.
Language:Python000
6163_project_grad_compression
IFT6163 (Robot Learning) Winter 2023 Final Project: Finding RL trajectories in Mujoco which yield very informative gradients
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Language:Python000