32 citations · 49 across the 11 of their papers we have counts for
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cs.CL2023★ 15 cited
From Words to Watts: Benchmarking the Energy Costs of Large Language Model Inference
Siddharth Samsi, Dan Zhao, Joseph McDonald +7
Large language models (LLMs) have exploded in popularity due to their new generative capabilities that go far beyond prior state-of-the-art. These technologies are increasingly bei…
cs.LG2023
Combining Explicit and Implicit Regularization for Efficient Learning in Deep Networks
Dan Zhao
Works on implicit regularization have studied gradient trajectories during the optimization process to explain why deep networks favor certain kinds of solutions over others. In de…