…and Analyzing Big and Small Data, see www.pdbmbook.com for more details. Many organizations nowadays are struggling with the quality of their data. Data quality (DQ) problems can arise in various…
…and Analyzing Big and Small Data, see www.pdbmbook.com for more details. Many organizations nowadays are struggling with the quality of their data. Data quality (DQ) problems can arise in various…
…vanden Broucke Introduction As companies often end up with many information systems and databases over time, the aspect of data integration becomes increasingly important to consolidate a company’s data to…
…make MRI scans 10 times faster with artificial intelligence (AI). The collaboration, known as fastMRI, involves NYU’s Center for Advanced Imaging Innovation and Facebook AI Research (FAIR).” Facebook Knew Russia…
…AI puzzle? Qualcomm AI Research explores fundamental research to combine causality with AI. Rethinking SGD’s noise “I will try to show that the instance of SGD used to solve modern…
…the GPT-3 architecture.” Thinking Like Transformers “Thinking like Transformers proposes a computational framework for Transformer-like calculations. The framework uses discrete computation to simulate Transformer computations. The resulting language RASP is…
…long term social welfare goals. Commonly, machine learning models produce a score that summarizes information about an individual in order to make decisions about them. For example, a credit score…
…in a larger computation cost. The goal of our research, however, is to achieve good forecasts on as many levels as possible by combining techniques, while also ensuring the usability…
…replicate GPT-2 using KANs with 25% fewer parameters [10]. References [1]: https://arxiv.org/abs/2404.19756 [2]: https://github.com/KindXiaoming/pykan [3]: https://www.dailydoseofds.com/a-beginner-friendly-introduction-to-kolmogorov-arnold-networks-kan/#kan-vs-mlp [4]: https://github.com/Blealtan/efficient-kan [5] https://arxiv.org/abs/2405.08790 [6] https://github.com/AntonioTepsich/Convolutional-KANs [7] https://arxiv.org/abs/2406.13597 [8] https://arxiv.org/abs/2406.02075 [9] https://github.com/mintisan/awesome-kan [10] https://github.com/CG80499/KAN-GPT-2…
…Numpy arrays so that they are columnar x_data = data[:, 2].reshape(-1, 1) y_data = data[:, 3].reshape(-1, 1) # Train the regression model to fit the data from iris (comparing the…
…competitor. Customer retention management has therefore become increasingly important in industries such as telecommunication and finance [1]. As underpinned by research studies [2], the attraction of new customers costs five…