Important AI Research Papers
By this time there are thousands, if not millions, papers in AI and related technologies but I found following papers of specific interest for any serious Data Scientist.
- A Comprehensive Survey on Graph Neural Networks-PAPER.pdf
- A Selective Overview of Deep Learning-PAPER.pdf
- A Short introduction to boosting-PAPER.pdf
- A Survey of the State of Explainable AI for NLP-PAPER.pdf
- A Survey on Explainable AI (XAI) towards Medical XAI-PAPER.pdf
- AI and Ethics - Operationalising Responsible AI-PAPER.pdf
- Analyzing The Expressive Power of Graph Neural Network in a Spectral Perspective-PAPER.pdf
- Challenges in Deploying Machine Learning-PAPER.pdf
- Clinical AI quality improvement-PAPER.pdf
- DataGovernance-A conceptual framework, structured review-PAPER.pdf
- Detailed human avatar-PAPER.pdf
- DRIFT_26_CameraReadySubmission_NeurIPS_DRL-PAPER.pdf
- Dynamic Routing Between Capsules-PAPER.pdf
- Fairness in Machine Learning A Survey-PAPER.pdf
- Forecasting COVID-19 Confirmed Cases-PAPER.pdf
- Generalization Beyond Overfitting On Small Datasets-PAPER.pdf
- GraphMachine Learning NeurIPS 2020-PAPER.pdf
- Grouped Convolutional Neural Networks for Multivariate Time Series -PAPER.pdf
- Grouped functional time series forecasting An application to age-specific mortality rates-PAPER.pdf
- Hidden Technical Debt in Machine Learning Systems-PAPER.pdf
- Hidden technical debt in machine learning systems.pdf
- How to avoid machine learning pitfalls-PAPER.pdf
- How to Read a Paper-ARTC.pdf
- Identifying machine learning techniques for classification of target advertising-PAPER.pdf
- Large Object Storage in a Database or a Filesystem-PAPER.pdf
- Learning Graph Heuristic Search-PAPER.pdf
- Learning latent causal graphs via mixture oracles-PAPER.pdf
- LightGBM A Highly Efficient Gradient Boosting-PAPER.pdf
- Machine Learning within a Graph Database- A Case Study on Link Prediction for Scholarly Data-PAPER.pdf
- Merlion- A Machine Learning Library for Time Series-PAPER.pdf
- NeuralProphet-Explainable Forecasting at Scale-PAPER.pdf
- PAVE-Lazy-MDP based Ensemble to Improve Recall of Product Attribute Extraction Models-PAPER.pdf
- Randomforest-PAPER.pdf
- Receptive Fields of Single Neurones in the Cats Striate Cortex-PAPER.pdf
- Robotics, AI, and Humanity Science-PAPERS.pdf
- Scalable Linear Algebra on a Relational Database System-PAPER.pdf
- Scaling Large Production Clusters-PAPER.pdf
- Skillful writing of an awful research paper-GUIDE.pdf
- The Modern Mathematics of Deep Learning-PAPER.pdf
- Towards Demystifying Serverless Machine Learning Training-PAPER.pdf
- Triple-View Feature Learning for Medical Image Segmentation-PAPER.pdf
- Understanding Diffusion Models- A Unified Perspective-PAPER.pdf
- Very Deep Convolutional Networks for Large Scale Image Recognition-PAPER.pdf
- XGBoost A Scalable Tree Boosting System-PAPER.pdf
- XGBoost Reliable Large-scale Tree Boosting System-PAPER.pdf