gradient-estimation

There are 10 repositories under gradient-estimation topic.

FranxYao/Deep-Generative-Models-for-Natural-Language-Processing
DGMs for NLP. A roadmap.
392 22 133
RakitinDen/pytorch-recursive-gumbel-max-trick
Leveraging Recursive Gumbel-Max Trick for Approximate Inference in Combinatorial Spaces, NeurIPS 2021
Language:Jupyter Notebook11 5 00
caesarcai/ZORO
Zeroth-Order Regularized Optimization (ZORO): Approximately Sparse Gradients and Adaptive Sampling
Language:Python9 2 16
vsimkus/pmr2024-vae
An official repository for a VAE tutorial of Probabilistic Modelling and Reasoning (2023/2024) - a University of Edinburgh master's course.
Language:Jupyter Notebook8 2 04
AI-secure/PSBA
[ICML 2021] "Progressive-Scale Boundary Blackbox Attack via Projective Gradient Estimation" by Jiawei Zhang*, Linyi Li*, Huichen Li, Xiaolu Zhang, Shuang Yang, Bo Li
Language:Python6 2 11
caesarcai/SCOBO
SCOBO: Sparsity-aware Comparison Oracle Based Optimization
Language:Python5 1 01
jjcmoon/hardness-nesy
On the Hardness of Probabilistic Neurosymbolic Learning (ICML2024)
Language:Python3 1 10
HimashiRathnayake/Canny-Edge-Detector
Language:Jupyter Notebook1 1 00
0x4249/LMBGE
Julia code for running the numerical experiment in Subsection 4.6.2 of Brian Irwin's PhD thesis.
Language:Julia0 1 00
fra99le/fnt
Numerical Toolbox
Language:C0 1 00