10 citations · 10 across the 2 of their papers we have counts for
3 papers
cs.LG2026
Progress-Aware Distillation for Mitigating Stagnation in Small Language Model Agents
Yuanpu Cao, Saket Sathe, Hanyu Wang +3
While LLM-based agent systems have demonstrated remarkable proficiency in reasoning and solving complex real-world tasks, they also come with substantial token consumption and infe…
cs.CL2024
SuperMerge: An Approach For Gradient-Based Model Merging
Haoyu Yang, Zheng Zhang, Saket Sathe
Large language models, such as ChatGPT, Claude, or LLaMA, are gigantic, monolithic, and possess the superpower to simultaneously support thousands of tasks. However, high-throughpu…
cs.LG2006★ 10 cited
A Novel Bayesian Classifier using Copula Functions
Saket Sathe
A useful method for representing Bayesian classifiers is through \emph{discriminant functions}. Here, using copula functions, we propose a new model for discriminants. This model p…