1 citations · 1 across the 3 of their papers we have counts for
3 papers
DeepCuts: Single-Shot Interpretability based Pruning for BERT
Jasdeep Singh Grover, Bhavesh Gawri, Ruskin Raj Manku
As language models have grown in parameters and layers, it has become much harder to train and infer with them on single GPUs. This is severely restricting the availability of larg…
SPINE: Soft Piecewise Interpretable Neural Equations
Jasdeep Singh Grover, Harsh Minesh Domadia, Raj Anant Tapase +1
Relu Fully Connected Networks are ubiquitous but uninterpretable because they fit piecewise linear functions emerging from multi-layered structures and complex interactions of mode…
Differentiable Set Operations for Algebraic Expressions
Jasdeep Singh Grover
Basic principles of set theory have been applied in the context of probability and binary computation. Applying the same principles on inequalities is less common but can be extrem…