Machine Learning Opinion Piece A Biased Debrief of the Boston Deep Learning Conference May 31, 2016 / October 9, 2025 by adamdev We visited the second annual REā¢WORK Deep Learning conference in Boston earlier this month. In this debrief, Iām going to share my totally biased take on what was noteworthy from the conference. My observations will be in the context of trends in deep learning tech. As a bonus, since we were one of the few […] Read more Ā»
Machine Learning Opinion Piece ICLR 2016 Takeaways: Adversarial Models & Optimization May 16, 2016 by adamdev Takeaways and favorite papers from ICLR Last week, three members of indico’s Advanced Development team attended the International Conference on Learning Representations (ICLR). ICLR focuses mainly on representation learning — or working with raw data to build better features to solve complex problems. This covers ideas such as deep learning, kernel learning, compositional models, as […] Read more Ā»
Machine Learning Tutorials The Good, Bad, & Ugly of TensorFlow May 9, 2016 / October 9, 2025 by adamdev A survey of six months rapid evolution (+ tips/hacks and code to fix the ugly stuff) We’ve been using TensorFlow in daily research and engineering since it was released almost six months ago. We’ve learned a lot of things along the way. Time for an update! Because there are many subjective articles on TensorFlow and […] Read more Ā»
Machine Learning Tutorials TensorFlow Data Input (Part 2): Extensions & Hacks May 2, 2016 by adamdev In Part 1 of this mini series, we explored various methods of data input for machine learning models using TensorFlow. In this article weāll discuss a hybrid approach of those methods that allows for faster training, as well as some extensions to the demo in Part 1. A Hybrid Approach While great in theory, the […] Read more Ā»
