2 papers
cs.LG2026
Closing the Social-Semantic Gap: SPSD for Edge-Based Prompt Compression in Cloud LLM Inference
Abhinit Sen, Ajeet Kumar, Manaranjan Pradhan
The prefill stage of Large Language Model (LLM) inference is a growing contributor to cloud-scale energy cost. Many consumer-support and conversational prompts contain social scaff…
quant-ph2025
Measures to characterise Approximate Mutually Unbiased Bases
Ajeet Kumar, Uditanshu Sadual
Mutually Unbiased bases has various application in quantum information procession and coding theory. There can be maximum d + 1 MUBs in C^d and d/2 +1 MUBs in R^d. But , over R^d M…