8 citations
3 papers
cs.CL2025
Hierarchical Verification of Speculative Beams for Accelerating LLM Inference
Jaydip Sen, Harshitha Puvvala, Subhasis Dasgupta
Large language models (LLMs) have achieved remarkable success across diverse natural language processing tasks but face persistent challenges in inference efficiency due to their a…
math.OC2020
Demand Estimation from Sales Transaction Data -- Practical Extensions
Norbert Remenyi, Xiaodong Luo
In this paper we discuss practical limitations of the standard choice-based demand models used in the literature to estimate demand from sales transaction data. We present modifica…
math.OC2020★ 8 cited
Sequence of Polyhedral Relaxations for Nonlinear Univariate Functions
Kaarthik Sundar, Sujeevraja Sanjeevi, Harsha Nagarajan
Given a nonlinear, univariate, bounded, and differentiable function , this article develops a sequence of Mixed Integer Linear Programming (MILP) and Linear Programming (LP)…