Pinned Repositories
6163_project_grad_compression
IFT6163 (Robot Learning) Winter 2023 Final Project: Finding RL trajectories in Mujoco which yield very informative gradients
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.
HMC_project_IFT3795
We compare Hamiltonian Monte-Carlo simple polynomial models on cifar10 against resnets.
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
udem_robocup_ssl
RazCiuca's Repositories
RazCiuca/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
RazCiuca/6163_project_grad_compression
IFT6163 (Robot Learning) Winter 2023 Final Project: Finding RL trajectories in Mujoco which yield very informative gradients
RazCiuca/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.
RazCiuca/HMC_project_IFT3795
We compare Hamiltonian Monte-Carlo simple polynomial models on cifar10 against resnets.
RazCiuca/udem_robocup_ssl