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07/31/2023
A continuous Structural Intervention Distance to compare Causal Graphs
Understanding and adequately assessing the difference between a true and...
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05/15/2023
Kernel-based Joint Independence Tests for Multivariate Stationary and Non-stationary Time Series
Multivariate time series data that capture the temporal evolution of int...
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11/04/2020
Indic-Transformers: An Analysis of Transformer Language Models for Indian Languages
Language models based on the Transformer architecture have achieved stat...
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10/01/2020
Kernel Two-Sample and Independence Tests for Non-Stationary Random Processes
Two-sample and independence tests with the kernel-based MMD and HSIC hav...
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04/16/2020
Non-linear interlinkages and key objectives amongst the Paris Agreement and the Sustainable Development Goals
The United Nations' ambitions to combat climate change and prosper human...
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01/08/2019
A Comprehensive guide to Bayesian Convolutional Neural Network with Variational Inference
Artificial Neural Networks are connectionist systems that perform a give...
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06/15/2018