- A bird’s-eye view of modern AI from NeurIPS 2019 - Jan 28, 2020.
With the explosion of the field of AI/ML impacting so many applications and industries, there is great value coming out of recent progress. This review highlights many research areas covered at the NeurIPS 2019 conference recently held in Vancouver, Canada, and features many important areas of progress we expect to see in the coming year.
AI, Efficiency, GANs, Graph, Interpretability, MLOps, Neural Networks, NeurIPS, NLP, Reinforcement Learning, Trends
- Disentangling disentanglement: Ideas from NeurIPS 2019 - Jan 15, 2020.
This year’s NEURIPS-2019 Vancouver conference recently concluded and featured a dozen papers on disentanglement in deep learning. What is this idea and why is it so interesting in machine learning? This summary of these papers will give you initial insight in disentanglement as well as ideas on what you can explore next.
AI, Deep Learning, Disentanglement, NeurIPS, Representation, Research
- NeurIPS 2019 Outstanding Paper Awards - Dec 11, 2019.
NeurIPS 2019 is underway in Vancouver, and the committee has just recently announced this year's Outstanding Paper Awards. Find out what the selections were, along with some additional info on NeurIPS papers, here.
Conference, NeurIPS, Research
- Building AI to Build AI: The Project That Won the NeurIPS AutoML Challenge - Jan 23, 2019.
This is an overview of designing a computer program capable of developing predictive models without any manual intervention that are trained & evaluated in a lifelong machine learning setting in NeurIPS 2018 AutoML3 Challenge.
AI, Automated Machine Learning, AutoML, Gradient Boosting, Hyperparameter, NeurIPS
- Top KDnuggets tweets, Dec 5-11: How to build a data science project from scratch; NeurIPS 2018 video talk collection #NeurIPS2018 - Dec 12, 2018.
Also 50+ Data Structure and Algorithms Interview Questions for Programmers; Feature Selection Techniques in Machine Learning with Python.
Data Science Education, NeurIPS, Top tweets
- NIPS 2017 Key Points & Summary Notes - Dec 18, 2017.
Third year Ph.D student David Abel, of Brown University, was in attendance at NIP 2017, and he labouriously compiled and formatted a fantastic 43-page set of notes for the rest of us. Get them here.
Bias, Conference, Machine Learning, NeurIPS, NIPS, Reinforcement Learning
- Top KDnuggets tweets, Jan 4-10: NIPS 2015 #DeepLearning Tutorial by top researchers; Scientific way to cut pizza into equal slices will make you angry - Jan 11, 2016.
#NIPS2015 #DeepLearning Tutorial by top researchers Bengio, LeCun, Hinton; Understanding Rare Events and streak patterns; Most Influential Data Scientists on Twitter and Quora; 12 Tips for Data-Driven Research.
Anomalies, Deep Learning, Influencers, NeurIPS, Pizza
