1 citations · 1 across the 2 of their papers we have counts for
3 papers
cs.LG2025
Random Projection Flows for Efficient Manifold Density Estimation
Ahmad Ayaz Amin, Baha Uddin Kazi
Accurate density estimation is crucial for understanding complex high-dimensional data, but it becomes challenging when the data lies on or near low-dimensional manifolds. Random p…
cs.NE2024★ 1 cited
Discrete Natural Evolution Strategies
Ahmad Ayaz Amin
Natural evolution strategies are a class of approximate-gradient black-box optimizers that have been successfully used for continuous parameter spaces. In this paper, we derive NES…
cs.LG2024
Guided Sketch-Based Program Induction by Search Gradients
Ahmad Ayaz Amin
Many tasks can be easily solved using machine learning techniques. However, some tasks cannot readily be solved using statistical models, requiring a symbolic approach instead. Pro…