3 citations · 3 across the 2 of their papers we have counts for
2 papers
cs.LG2026
Explicit Dropout: Deterministic Regularization for Transformer Architectures
Vidhi Agrawal, Illia Oleksiienko, Alexandros Iosifidis
Dropout is a widely used regularization technique in deep learning, but its effects are typically realized through stochastic masking rather than explicit optimization objectives.…
cs.IT2022★ 3 cited
Near Lossless Time Series Data Compression Methods using Statistics and Deviation
Vidhi Agrawal, Gajraj Kuldeep, Dhananjoy Dey
The last two decades have seen tremendous growth in data collections because of the realization of recent technologies, including the internet of things (IoT), E-Health, industrial…