6 citations · 11 across the 17 of their papers we have counts for
3 papers · 1 filter
Karush-Kuhn-Tucker Condition-Trained Neural Networks (KKT Nets)
Shreya Arvind, Rishabh Pomaje, Rajshekhar V Bhat
This paper presents a novel approach to solving convex optimization problems by leveraging the fact that, under certain regularity conditions, any set of primal or dual variables s…
Learning Short Codes for Fading Channels with No or Receiver-Only Channel State Information
Rishabh Sharad Pomaje, Rajshekhar V Bhat
In next-generation wireless networks, low latency often necessitates short-length codewords that either do not use channel state information (CSI) or rely solely on CSI at the rece…
Semantic Text Transmission via Prediction with Small Language Models: Cost-Similarity Trade-off
Bhavani A Madhabhavi, Gangadhar Karevvanavar, Rajshekhar V Bhat +1
We consider the communication of natural language text from a source to a destination over noiseless and character-erasure channels. We exploit language's inherent correlations and…