3 papers
cs.LG2026
Eluna: An Agentic LLM System for Automating Warehouse Operations with Reasoning and Task Execution
Ning Liu, P Aditya Sreekar, Kalle Kujanpää +11
Warehouse operations are governed by Standard Operating Procedures (SOPs) that encode complex, multi-system decision logic, which must be executed reliably under strict time constr…
cs.CL2025
A Multi-Model Adaptation of Speculative Decoding for Classification
Somnath Roy, Padharthi Sreekar, Srivatsa Narasimha +1
The current study introduces a novel adaptation of speculative decoding, repurposed from generation to classification tasks. We propose a multi-model framework employing up to thre…
cs.LG2023
Unveiling the Power of Self-Attention for Shipping Cost Prediction: The Rate Card Transformer
P Aditya Sreekar, Sahil Verma, Varun Madhavan +1
Amazon ships billions of packages to its customers annually within the United States. Shipping cost of these packages are used on the day of shipping (day 0) to estimate profitabil…