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Patrick M Blies

2 accepted papers

2025

xLSTM 7B: A Recurrent LLM for Fast and Efficient Inference

ICML 2025poster

Recent breakthroughs in solving reasoning, math and coding problems with Large Language Models (LLMs) have been enabled by investing substantial computation budgets at inference time. Therefore, inference speed is one of the most critical properties of LLM architectures, and there is a growing need…

2022

Align-RUDDER: Learning From Few Demonstrations by Reward Redistribution

ICML 2022oral

Reinforcement learning algorithms require many samples when solving complex hierarchical tasks with sparse and delayed rewards. For such complex tasks, the recently proposed RUDDER uses reward redistribution to leverage steps in the Q-function that are associated with accomplishing sub-tasks. Howeve…