Gavara Haranadh

Covariance-Guided Activation Selection with Adaptive Compensation for Efficient Neural Network Pruning

Structured neural network pruning physically deletes entire channels and intermediate fea- ture projections, delivering immediate memory and computational savings without requiring specialized sparse hardware accelerators. However, dominant channel selection heuristics— predomina...

Context-Conditioned Option Selection: A Black-Box Investigation of Jev and the Evolution of a Similarity-Based Decision Model

Specialised AI decision models select actions or answers from predefined alternatives given a context and a question. This paper examines whether the observed selection behaviour of Jev can be ap- proximated by context–question–option compatibility scoring followed by probability...