Artificial Intelligence Takes On Earthquake Prediction - After successfully predicting laboratory earthquakes, a team of geophysicists has applied a machine learning algorithm to quakes in the Pacific Northwest.
https://www.quantamagazine.org/artificial-intelligence-takes-on-earthquake-prediction-20190919/
https://www.quantamagazine.org/artificial-intelligence-takes-on-earthquake-prediction-20190919/
Quanta Magazine
Artificial Intelligence Takes On Earthquake Prediction
After successfully predicting laboratory earthquakes, a team of geophysicists has applied a machine learning algorithm to quakes in the Pacific Northwest.
"Hierarchical Reinforcement Learning for Open-Domain Dialog"
Abdelrhman Saleh, Natasha Jaques, Asma Ghandeharioun, Judy Hanwen Shen, Rosalind Picard : https://arxiv.org/abs/1909.07547
Code: https://github.com/natashamjaques/neural_chat
Bots! https://neural.chat/vhrl_techniques/
#MachineLearning #ReinforcementLearning #Transformers
Abdelrhman Saleh, Natasha Jaques, Asma Ghandeharioun, Judy Hanwen Shen, Rosalind Picard : https://arxiv.org/abs/1909.07547
Code: https://github.com/natashamjaques/neural_chat
Bots! https://neural.chat/vhrl_techniques/
#MachineLearning #ReinforcementLearning #Transformers
Do no harm: a roadmap for responsible machine learning for health care
https://www.nature.com/articles/s41591-019-0548-6
https://www.nature.com/articles/s41591-019-0548-6
Nature
Do no harm: a roadmap for responsible machine learning for health care
Nature Medicine - In this Perspective, the authors present a framework, context and guidelines for accelerating the translation of machine-learning-based interventions in health care.
Deep Learning Pioneer Yoshua Bengio Says AI Is Not Magic And Intel AI Experts Explain Why And How
https://www.forbes.com/sites/gilpress/2019/09/20/deep-learning-pioneer-yoshua-bengio-says-ai-is-not-magic-and-intel-ai-experts-explain-why-and-how/#19bb57b712a6
https://www.forbes.com/sites/gilpress/2019/09/20/deep-learning-pioneer-yoshua-bengio-says-ai-is-not-magic-and-intel-ai-experts-explain-why-and-how/#19bb57b712a6
Forbes
Deep Learning Pioneer Yoshua Bengio Says AI Is Not Magic And Intel AI Experts Explain Why And How
Deep learning pioneer Yoshua Bengio and Intel executives on the present and future of AI
Large e-retailer image dataset for visual search and product classification. https://arxiv.org/abs/1909.08612
The Disruptions of 5G on Data-driven Technologies and Applications. https://arxiv.org/abs/1909.08096
Adversarial Attacks and Defenses in Images, Graphs and Text: A Review. https://arxiv.org/abs/1909.08072
Megatron-LM: Training Multi-Billion Parameter Language Models Using GPU Model Parallelism. https://arxiv.org/abs/1909.08053
A Deep Learning Approach to Data Compression
Blog by Friso Kingma : https://bair.berkeley.edu/blog/2019/09/19/bit-swap/
#ArtificialIntelligence #DeepLearning #MachineLearning
Blog by Friso Kingma : https://bair.berkeley.edu/blog/2019/09/19/bit-swap/
#ArtificialIntelligence #DeepLearning #MachineLearning
The Berkeley Artificial Intelligence Research Blog
A Deep Learning Approach to Data Compression
The BAIR Blog
We're thrilled to announce that the Fall 2020 admissions applications are open! We're ready for the next cohort of future Data Scientists! Please click on the links below for more information! The application deadline for the MS Degree is January 22, 2020 and the deadline for the Ph.D. is December 12, 2019.
For MS Degree information please click the link below.:
https://cds.nyu.edu/ms-adm-req/
For Ph.D. information please click the link below:
https://cds.nyu.edu/academics/phd/
For MS Degree information please click the link below.:
https://cds.nyu.edu/ms-adm-req/
For Ph.D. information please click the link below:
https://cds.nyu.edu/academics/phd/
ns3-gym: Extending OpenAI Gym for Networking Research
Piotr Gawłowicz and Anatolij Zubow : https://arxiv.org/abs/1810.03943
#OpenAIGym #Networking #Research
Piotr Gawłowicz and Anatolij Zubow : https://arxiv.org/abs/1810.03943
#OpenAIGym #Networking #Research
arXiv.org
ns3-gym: Extending OpenAI Gym for Networking Research
OpenAI Gym is a toolkit for reinforcement learning (RL) research. It includes a large number of well-known problems that expose a common interface allowing to directly compare the performance...
Here's a list of 7 top research on arXiV on AI/deep learning for August 2019 as per Daniel Gutierrez
1) A Probabilistic Representation of Deep Learning
Link: https://arxiv.org/pdf/1908.09772v1.pdf
2) Inception-inspired LSTM for Next-frame Video Prediction
@ArtificialIntelligenceArticles
Link: https://arxiv.org/pdf/1909.05622.pdf
3) Systematic Analysis of Image Generation using GANs
Link: https://arxiv.org/ftp/arxiv/papers/1908/1908.11863.pdf
@ArtificialIntelligenceArticles
4) Dynamic Stale Synchronous Parallel Distributed Training for Deep Learning
Link: https://arxiv.org/pdf/1908.11848.pdf
5) Discovering Reliable Correlations in Categorical Data
Link: https://arxiv.org/pdf/1908.11682.pdf
6) Smaller Models, Better Generalization
Link: https://arxiv.org/pdf/1908.11250.pdf
7) An Auto-ML Framework Based on GBDT for Lifelong Learning
Link: https://arxiv.org/pdf/1908.11033.pdf
Source: https://insidebigdata.com/2019/09/18/best-of-arxiv-org-for-ai-machine-learning-and-deep-learning-august-2019/
@ArtificialIntelligenceArticles
1) A Probabilistic Representation of Deep Learning
Link: https://arxiv.org/pdf/1908.09772v1.pdf
2) Inception-inspired LSTM for Next-frame Video Prediction
@ArtificialIntelligenceArticles
Link: https://arxiv.org/pdf/1909.05622.pdf
3) Systematic Analysis of Image Generation using GANs
Link: https://arxiv.org/ftp/arxiv/papers/1908/1908.11863.pdf
@ArtificialIntelligenceArticles
4) Dynamic Stale Synchronous Parallel Distributed Training for Deep Learning
Link: https://arxiv.org/pdf/1908.11848.pdf
5) Discovering Reliable Correlations in Categorical Data
Link: https://arxiv.org/pdf/1908.11682.pdf
6) Smaller Models, Better Generalization
Link: https://arxiv.org/pdf/1908.11250.pdf
7) An Auto-ML Framework Based on GBDT for Lifelong Learning
Link: https://arxiv.org/pdf/1908.11033.pdf
Source: https://insidebigdata.com/2019/09/18/best-of-arxiv-org-for-ai-machine-learning-and-deep-learning-august-2019/
@ArtificialIntelligenceArticles
insideBIGDATA
Best of arXiv.org for AI, Machine Learning, and Deep Learning – August 2019
In this recurring monthly feature, we will filter all the recent research papers appearing in the arXiv.org preprint server for subjects relating to AI, [...]
A Friendly Introduction to Real-Time Object Detection using the Powerful SlimYOLOv3 Framework
https://www.analyticsvidhya.com/blog/2019/08/introduction-slimyolov3-real-time-object-detection/
https://www.analyticsvidhya.com/blog/2019/08/introduction-slimyolov3-real-time-object-detection/
Analytics Vidhya
Real-Time Object Detection using SlimYOLOv3 - A Detailed Introduction
Real-time object detection is the next big thing in computer vision and deep learning. Learn how to perform real-time object detection using SlimYOLOv3.
Senior Data Scientist – Digital
https://ai-jobs.net/job/senior-data-scientist-digital/
https://ai-jobs.net/job/senior-data-scientist-digital/
ai-jobs.net
Senior Data Scientist - Digital | ai-jobs.net
Senior Data Scientist – Digital Joining Capco means joining an organisation that is committed to an inclusive working environment where you’re encouraged to #BeYourselfAtWork. We celebrate individuality and recognize that diversity and inclusion, in all …
Metropolis Colorized with DeOldify https://www.youtube.com/watch?v=t75yctjjfx0
CS221: Artificial Intelligence: Principles and Techniques
https://web.stanford.edu/class/cs221/
https://youtu.be/OQQ-W_63UgQ?fbclid=IwAR2ig2e9oqHPwem0S_6FtLky7QRxIO3BBYyRdyFvHUmukV0cCuKnSDImzsg
https://web.stanford.edu/class/cs221/
https://youtu.be/OQQ-W_63UgQ?fbclid=IwAR2ig2e9oqHPwem0S_6FtLky7QRxIO3BBYyRdyFvHUmukV0cCuKnSDImzsg
YouTube
Lecture 1 | Natural Language Processing with Deep Learning
Lecture 1 introduces the concept of Natural Language Processing (NLP) and the problems NLP faces today. The concept of representing words as numeric vectors ...