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NeurIPS 2018: Developments in machine learning through the lens of Counterfactual Inference [Tutorial]
The 32nd NeurIPS Conference kicked off on the 2nd of December and continued till the 8th of December in Montreal, Canada. This conference covered...
Researchers unveil a new algorithm that allows analyzing high-dimensional data sets more effectively, at...
Researchers from Rochester Institute of Technology published a paper which describes a method to maintain speed and accuracy when dealing with high-dimensional data sets.
What...
Accountability and algorithmic bias: Why diversity and inclusion matters [NeurIPS Invited Talk]
One of the most awaited machine learning conference, NeurIPS 2018 is happening throughout this week in Montreal, Canada. It will feature a series of...
How NeurIPS 2018 is taking on its diversity and inclusion challenges
This year the Neural Information Processing Systems Conference is asking serious questions to improve diversity, equity, and inclusion at NeurIPS. “Our goal is to...
NeurIPS 2018: A quick look at data visualization for Machine learning by Google PAIR...
The 32nd annual NeurIPS (Neural Information Processing Systems) Conference 2018 (formerly known as NIPS), is currently being hosted in Montreal, Canada this week. The...
NeurIPS 2018: Deep learning experts discuss how to build adversarially robust machine learning models
The NeurIPS Conference 2018 being held in Montreal, Canada this week from 2nd December to 8th December will feature a series of tutorials, releases...
NeurIPS 2018 paper: DeepMind researchers explore autoregressive discrete autoencoders (ADAs) to model music in...
In the paper ‘The Challenge of realistic music generation: modelling raw audio at scale’, researchers from DeepMind have embarked on modelling music in the...
5 types of deep transfer learning
Transfer learning is a method of reusing a model or knowledge for another related task. Transfer learning is sometimes also considered as an extension...
The Ceph Foundation has been launched by the Linux Foundation to support the open...
At Ceph Day Berlin, yesterday (November 12) the Linux Foundation announced the launch of the Ceph Foundation. A total of 31 organizations have come...
Technical and hidden debts in machine learning – Google engineers’ give their perspective
In a paper, Google engineers have pointed out the various costs of maintaining a machine learning system. The paper, Hidden Technical Debt in Machine...