Epsilon
PulseAugur coverage of Epsilon — every cluster mentioning Epsilon across labs, papers, and developer communities, ranked by signal.
1 day(s) with sentiment data
-
New analysis details error sources in neural network-based engression
Researchers have published a theoretical error analysis for engression, a method that learns conditional distributions by fitting generative models under an energy score. The analysis, implemented with deep neural netwo…
-
Free will conceptualized as a learned parameter in variational autoencoders
This article proposes viewing free will not as a binary state of being an algorithm, but as a model parameter akin to the standard deviation (σ) in a variational autoencoder (VAE). Unlike a language model's temperature …
-
Mixed-Precision CA-SGD Accelerates Training on GPUs
Researchers have developed a mixed-precision communication-avoiding SGD (CA-SGD) method for generalized linear models on GPUs. This approach aims to reduce communication bottlenecks in distributed training by amortizing…