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10 public repositories
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Leveraging Recursive Gumbel-Max Trick for Approximate Inference in Combinatorial Spaces, NeurIPS 2021
Updated
Dec 11, 2021
Jupyter Notebook
Zeroth-Order Regularized Optimization (ZORO): Approximately Sparse Gradients and Adaptive Sampling
Updated
Jun 6, 2024
Python
An official repository for a VAE tutorial of Probabilistic Modelling and Reasoning (2023/2024) - a University of Edinburgh master's course.
Updated
Jan 2, 2024
Jupyter Notebook
SCOBO: Sparsity-aware Comparison Oracle Based Optimization
Updated
Jun 24, 2022
Python
[ICML 2021] "Progressive-Scale Boundary Blackbox Attack via Projective Gradient Estimation" by Jiawei Zhang*, Linyi Li*, Huichen Li, Xiaolu Zhang, Shuang Yang, Bo Li
Updated
Jul 18, 2021
Python
On the Hardness of Probabilistic Neurosymbolic Learning (ICML2024)
Updated
Dec 16, 2024
Python
Updated
Sep 27, 2021
Jupyter Notebook
Julia code for running the numerical experiment in Subsection 4.6.2 of Brian Irwin's PhD thesis.
Updated
Oct 25, 2023
Julia
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