Top news of the week: 27.08.2020.
#explainability #explainableAI #observability #AI #Research #MachineLearning #NeurIPS2020 #tinyml #ECCV2020
Research
RT @jeremyphoward: Today is https://t.co/GEOZuodrZj’s biggest day in our four year history. We are releasing our new course, fastai v2, fastcore, fastscript, fastgpu, and the official launch of the book. 1/
https://t.co/odaoVM75o0
Openfast.ai releases new deep learning course, four libraries, and 600-page book
We are releasing: fastai v2: A complete rewrite of fastai which is faster, easier, and more flexible, implementing new approaches to deep learning framework design, as discussed …
RT @fiddlerlabs: Thrilled to announce a strategic investment from @amazon's @alexadevs. This collaboration will help to advance actionable insights in AI, furthering our goal of democratizing responsible AI development: https://t.co/Vnkwoeilj2
#explainableAI #observability #explainability
OpenFiddler Secures Strategic Investment from Amazon Alexa Fund to Accelerate AI Explainability
Fiddler Secures Strategic Investment from Amazon Alexa Fund to Accelerate AI Explainability. The investment will help to enhance explainable AI and ML monitoring capabilities with the goal ...
RT @mirandaconrado: Along with our series A, I wrote a post on the MLOps challenges we have identified with customers. https://t.co/RHnG3Q1eOU
Shoutout to my ex-colleagues @nkoumchatzky @clmt @tim_zaman @zakattacktaylor @yz @nimalan @pzdk @nojeshua and others who helped me mature the mental model
OpenThe third wave of operationalization is here: MLOps
Most companies fail at extracting value from using machine learning models in products because they can't operationalize models properly.
Project Metamorphosis Month 5: Global Event Streaming in Confluent Cloud
We’re excited to announce a step-change release that makes event streams in Confluent Cloud 100% global. Link Kafka clusters anywhere in the world efficiently and with strong delivery ...
RT @Synced_Global: Sepp Hochreiter on Parallels Between Attention Mechanisms and Modern Hopfield Networks #MachineLearning #Research #AI
https://t.co/xUmXUupX4C
OpenSepp Hochreiter on Parallels Between Attention Mechanisms and Modern Hopfield Networks
Researchers argue that “attention mechanism is the update rule of a modern Hopfield network with continuous states.”
RT @FeryalMP: @neuro_data @KordingLab @tdverstynen @danilobzdok @lakens @TonyZador @ylecun @criticalneuro @IrisVanRooij @neurograce @achristensen56 @AudeOliva @BlackInNeuro @BlackWomenInAI @tyrell_turing We'd love to see submissions addressing this question to our workshop on Biological and Artificial Reinforcement Learning at #NeurIPS2020. We'll share our CFP soon! :) https://t.co/yKWqCOQ3qD
OpenWorkshop on biological AND artificial reinforcement learning
Reinforcement learning (RL) algorithms learn through rewards and a process of trial-and-error. However, artificial agents still struggle with a number of difficulties, such as …
Some very cool work from Arm Research that combines Winograd transforms with quantized arithmetic for some big #tinyml performance improvements: https://t.co/DSKSIOxzXP
OpenReducing the Cost of Neural Network Inference with Residue Number Systems
The size and computational complexity of neural network models continues to grow exponentially. However, the increase in computational requirements presents a major challenge to their ...
Microsoft is a proud Diamond sponsor of #ECCV2020. Attendees can watch sessions & chat with researchers in our virtual booth: https://t.co/YW9xeJof4A
Check out @mapo's tutorial on the new “Research Mode” capability of HoloLens 2 & SDK of Kinect for Azure: https://t.co/oDipKuzGOT
OpenMicrosoft HoloLens 2 and Kinect for Azure as tools for computer vision research – Tutorial @ ECCV 2020
Microsoft HoloLens 2 and Kinect for Azure as tools for computer vision research – Tutorial @ ECCV 2020