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20162026
most citedA Probability-Density Function Approach to Capture the Stochastic Dynamics of the Nanomagnet and Impact on Circuit Performance

9 citations · 19 across the 10 of their papers we have counts for

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cs.LG2026

Fisher8: Stabilizing Neural Heteroscedastic Regression via Output-Layer Fisher Geometry

Sumedh Vemuganti, Nickvash Kani

Training neural networks to jointly predict mean and uncertainty estimates from noisy observations can be unstable, prompting a series of independent stabilization efforts. We argu…

cs.LG2025

E-Gen: Leveraging E-Graphs to Improve Continuous Representations of Symbolic Expressions

Hongbo Zheng, Suyuan Wang, Neeraj Gangwar +1

Vector representations have been pivotal in advancing natural language processing (NLP), with prior research focusing on embedding techniques for mathematical expressions using mat…