Blogs / posts / articles
- Does AI make strong tech companies stronger? -
we should compare machine learning to SQL
; - Airport disrupted by drones;
- Netflix movie watched 45m times in a week?
- Yet another randomness in a competition;
- NIPS Conversational AI competition results - shake up, no technical details;
- Scientific programming in SWIFT???
- SkLearn drops python 2+ support;
- Age discrimination in tech;
- Ben Evans’ digest;
- SRGAN + Max Payne textures;
- Writing a cover letter to Google;
NLP
Sliced Recurrent Neural Networks
- Link:
- Sliced recurrent neural networks (SRNNs), which could be parallelized by slicing the sequences into many subsequences;
- Without changing the recurrent units, SRNNs are 136 times as fast as standard RNNs and could be even faster when we train longer sequences;
- Suitable only for classification;
- Comprable on long sequences and sentiment analysis - but much faster;
- Dilated CNNs are also comparable, but even 2x faster;


Datasets
- Largest camera network and reliability of detection CNNs;
- Tencent ML images updated - 17,609,752 training and 88,739 validation image URLs, which are annotated with up to 11,166 categories;
Trivia
Papers
- Learning Not to Learn: Training Deep Neural Networks with Biased Data (link):
- Interesting idea - if you have information on bias in your data, you can unlearn bias in data using adversarial training and KLD loss;
- http://arxiv.org/abs/1901.02985
Competitions
Hardware