ermongroup's repositories
cs228-notes
Course notes for CS228: Probabilistic Graphical Models.
Wifi_Activity_Recognition
Code for IEEE Communication Magazine (A Survey on Behaviour Recognition Using WiFi Channle State Information)
neuralsort
Code for "Stochastic Optimization of Sorting Networks using Continuous Relaxations", ICLR 2019.
GraphScoreMatching
Official implementation for the paper: Permutation Invariant Graph Generation via Score-Based Generative Modeling
fast_feedforward_computation
Official code for "Accelerating Feedforward Computation via Parallel Nonlinear Equation Solving", ICML 2021
self-similarity-prior
Self-Similarity Priors: Neural Collages as Differentiable Fractal Representations
dre-infinity
Density Ratio Estimation via Infinitesimal Classification (AISTATS 2022 Oral)
SPN_Variational_Inference
PyTorch implementation for "Probabilistic Circuits for Variational Inference in Discrete Graphical Models", NeurIPS 2020
private-rl
Code for `Privacy-Constrained Policies via Mutual Information Regularized Policy Gradients', AISTATS 2024