ICML
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Honorable mention to Amazon researchers for ICML test-of-time award
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The Worldwide Design Engineering (WWDE) organization delivers innovative, effective and efficient ...

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Causal inference when treatments are continuous variables
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In scientific and business endeavors, we are often interested in the causal effect of a treatment — say, changing the font of a web page — on a response ...

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Automated evaluation of RAG pipelines with exam generation
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In the swiftly evolving domain of large language models (LLMs), the accurate evaluation of retrieval-augmented-generation (RAG) models is paramount. In this ...

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A quick guide to Amazon’s papers at ICML
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At this year's International Conference on Machine Learning (ICML), Amazon researchers have several papers on bandit problems and differential privacy, two ...

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How dynamic lookahead improves speech recognition
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Automatic speech recognition (ASR) models, which convert speech into text, come in two varieties, causal and noncausal. A causal model processes speech as ...

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