Exponential filtering technique for Euclidean norm-regularized extreme learning machines. - Shraddha M. Naik; Chinnamuthu Subramani; Ravi Prasad K. Jagannath; Anand Paul 001 (Pattern Anal. Appl., 2023)

Improving Deep Random Vector Functional Link Networks through computational optimization of regularization parameters. - Chinnamuthu Subramani; Ravi Prasad K. Jagannath; Venkatanareshbabu Kuppili (Eng. Appl. Artif. Intell., 2025)

Enhancing deep stochastic configuration networks: Efficient training via low-rank matrix approximation. - Chinnamuthu Subramani; Ravi Prasad K. Jagannath; Venkatanareshbabu Kuppili (Inf. Sci., 2025)