Customer-obsessed science
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March 25, 2024Automated method that uses gradients to identify salient layers prevents regression on previously seen data.
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March 18, 2024Tokenizing time series data and treating it like a language enables a model whose zero-shot performance matches or exceeds that of purpose-built models.
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March 14, 2024Diffusion modeling within the representational space of a variational autoencoder enables state-of-the-art results.
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March 07, 2024DocFormerV2 makes sense of documents using local features, outperforming much bigger models.
February 15, 2024
In addition to its practical implications, recent work on “meaning representations” could shed light on some old philosophical questions.
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CVPR 20242024In the realm of geospatial analysis, the diversity of remote sensors, encompassing both optical and microwave technologies, offers a wealth of distinct observational capabilities. Recognizing this, we present msGFM, a multisensor geospatial foundation model that effectively unifies data from four key sensor modalities. This integration spans an expansive dataset of two million multisensor images. msGFM
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AAAI 20242024The selection of the assumed effect size (AES) critically determines the duration of an experiment, and hence its accuracy and efficiency. Traditionally, experimenters determine AES based on domain knowledge. However, this method becomes impractical for online experimentation services managing numerous experiments, and a more automated approach is hence of great demand. We initiate the study of data-driven
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ICLR 2024 Workshop on AI4DifferentialEquations in Science2024Multi-Touch Attribution plays a crucial role in both marketing and advertising, offering insight into the complex series of interactions within customer journeys during transactions or impressions. This holistic approach empowers marketers to strategically allocate attribution credits for conversions across diverse channels, not only optimizing campaigns but also elevating overall marketplace strategies
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March 27, 2024The submission period opens March 27 and closes on May 7.
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March 21, 2024The principal economist and his team address unique challenges using techniques at the intersection of microeconomics, statistics, and machine learning.
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March 13, 2024Amazon Health Services' Sunita Mishra and Columbia University’s Katrina Armstrong discuss technology's potential role in medical settings.