← Search

Momin Haider

2 accepted papers

2024

Fast Best-of-N Decoding via Speculative Rejection

NeurIPS 2024poster

The safe and effective deployment of Large Language Models (LLMs) involves a critical step called alignment, which ensures that the model's responses are in accordance with human preferences. Prevalent alignment techniques, such as DPO, PPO and their variants, align LLMs by changing the pre-trained…

2024

NetworkGym: Reinforcement Learning Environments for Multi-Access Traffic Management in Network Simulation

NeurIPS 2024poster

Mobile devices such as smartphones, laptops, and tablets can often connect to multiple access networks (e.g., Wi-Fi, LTE, and 5G) simultaneously. Recent advancements facilitate seamless integration of these connections below the transport layer, enhancing the experience for apps that lack inherent m…