gradient-estimation

Here are 11 public repositories matching this topic...

FranxYao / Deep-Generative-Models-for-Natural-Language-Processing

RakitinDen / pytorch-recursive-gumbel-max-trick

Leveraging Recursive Gumbel-Max Trick for Approximate Inference in Combinatorial Spaces, NeurIPS 2021

pytorch binary-tree arborescence perfect-matchings spanning-tree gumbel discrete-variables exponential-distribution score-function-estimator gradient-estimation gumbel-distribution neurips-2021 gumbel-max

Updated Dec 11, 2021
Jupyter Notebook

caesarcai / ZORO

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Zeroth-Order Regularized Optimization (ZORO): Approximately Sparse Gradients and Adaptive Sampling

python proximal black-box-optimization derivative-free-optimization zeroth-order-optimization gradient-estimation

Updated Jun 6, 2024
Python

vsimkus / pmr2024-vae

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An official repository for a VAE tutorial of Probabilistic Modelling and Reasoning - a University of Edinburgh master's course.

vae variational-inference probabilistic-models variational-autoencoder probabilistic-inference vae-implementation gradient-estimation

Updated Jan 2, 2024
Jupyter Notebook

caesarcai / SCOBO

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SCOBO: Sparsity-aware Comparison Oracle Based Optimization

python zeroth-order-optimization gradient-estimation comparison-oracle

Updated Jun 24, 2022
Python

AI-secure / PSBA

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[ICML 2021] "Progressive-Scale Boundary Blackbox Attack via Projective Gradient Estimation" by Jiawei Zhang*, Linyi Li*, Huichen Li, Xiaolu Zhang, Shuang Yang, Bo Li

blackbox adversarial-attacks progressive-gan boundary-attack gradient-estimation

Updated Jul 18, 2021
Python

jjcmoon / hardness-nesy

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On the Hardness of Probabilistic Neurosymbolic Learning (ICML2024)

weighted-model-counting neurosymbolic gradient-estimation

Updated Dec 16, 2024
Python

HimashiRathnayake / Canny-Edge-Detector

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python computer-vision canny-edge-detection noise-reduction non-maximum-suppression double-thresholding gradient-estimation

Updated Sep 27, 2021
Jupyter Notebook

fra99le / fnt

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Numerical Toolbox

minimization root-finding numerical-methods differential-evolution numerical-optimization nelder-mead newton-raphson newtons-method simpson-rule bisection-method secant-method brent-dekker trapezoidal-rule gradient-estimation brents-method

Updated Mar 6, 2024
C

0x4249 / LMBGE

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Julia code for running the numerical experiment in Subsection 4.6.2 of Brian Irwin's PhD thesis.

ridge-regression derivative-free-optimization gradient-estimation

Updated Oct 25, 2023
Julia

GoGoKo699 / Hopf-QBP

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Reference circuits, decoders, resource formulas, and exact-logical validation for global-frame, direct-phase, and checkpointed quantum backpropagation with the Hopf ansatz.

quantum-computing quantum-algorithms gradient-estimation variational-quantum-algorithms hopf-ansatz quantum-backpropagation

Updated Sep 3, 2026
Python

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