Probability and Statistics Group research at the School of Mathematical and Computer Sciences at Heriot-Watt University, Edinburgh.

With an ambitious increase in the number of Internet of Things (IoT) terminals, IoT networks face a huge challenge which is providing diverse and complex network services with different requirements ...

When I was imitating Unsloth's GRPO tutorial using Qwen2.5-3B-Instruct model, I was given the following reward function: `def simple_answer_reward_func(prompts, completions, answer, **kwargs) -> li ...

This repository contains clean and efficient solutions to the CSES Problem Set, implemented in C++. Great for practicing algorithms and preparing for competitive programming.

By reformulating the linear multiplicative programming problem (LMP) as an equivalent nonconvex programming problem (EP), we present a new accelerating outcome space branch-and-bound algorithm for ...