The Council for the Indian School Certificate Examinations (CISCE) has released the ISC Computer Science (Subject Code - 868) for the Year 2027 evaluation cycle. It is designed specifically to make ...

Abstract: In this article, we study the recursive algorithms for a class of separable nonlinear models (SNLMs) in which the parameters can be partitioned into a linear part and a nonlinear part. Such ...

Linear attention mechanisms reformulate standard attention to use linear-time state updates instead of quadratic pairwise interactions, making them well suited for long-context LLM workloads. Recent ...

Abstract: In this paper, we propose a recursive local linear estimator (RLLE) for nonparametric identification of nonlinear autoregressive systems with exogenous ...

An arithmetic sequence is a sequence of numbers in which each number is obtained by adding a constant value to the previous number. Arithmetic sequences are linear. That is, they form a straight line ...

Understanding the mechanism of how neural networks learn features from data is a fundamental problem in machine learning. Our work explicitly connects the mechanism of neural feature learning to a ...