3 papers
cs.LG2026
Linked Data Classification using Neurochaos Learning
Pooja Honna, Ayush Patravali, Nithin Nagaraj +1
Neurochaos Learning (NL) has shown promise in recent times over traditional deep learning due to its two key features: ability to learn from small sized training samples, and low c…
cs.LG2025
Integrating Causality with Neurochaos Learning: Proposed Approach and Research Agenda
Nanjangud C. Narendra, Nithin Nagaraj
Deep learning implemented via neural networks, has revolutionized machine learning by providing methods for complex tasks such as object detection/classification and prediction. Ho…
cs.NI2024
Intent-based Meta-Scheduling in Programmable Networks: A Research Agenda
Nanjangud C. Narendra, Ronak Kanthaliya, Venkatareddy Akumalla
The emergence and growth of 5G and beyond 5G (B5G) networks has brought about the rise of so-called ''programmable'' networks, i.e., networks whose operational requirements are so…