In the Last 48 hours there's been 10 influencers like ylecun and hardmaru, discussing topics such as #AI, #BreastCancerand #CoNLL2019.



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hardmaru
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weballergy
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peteskomoroch
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News

An Exponential Learning Rate Schedule for Deep Learning

On Oct 18, 2019
@weballergy shared
RT @prfsanjeevarora: Conventional wisdom: slowly decay learning rate (lr) when training deep nets. Empirically, some exotic lr schedules also work, eg cosine. New work with Zhiyuan Li: exponentially increasing lr works too! Experiments + surprising math explanation. See https://t.co/wTCUZjQ8jV
Open

Intriguing empirical evidence exists that deep learning can work well with exoticschedules for varying the learning rate. This paper suggests that the phenomenon may be due to Batch Normalization or BN, which is ubiquitous and provides benefits in optimization and generalization across ...

arxiv.org
On Oct 18, 2019
@weballergy shared
RT @prfsanjeevarora: Conventional wisdom: slowly decay learning rate (lr) when training deep nets. Empirically, some exotic lr schedules also work, eg cosine. New work with Zhiyuan Li: exponentially increasing lr works too! Experiments + surprising math explanation. See https://t.co/wTCUZjQ8jV
Open

An Exponential Learning Rate Schedule for Deep Learning

Intriguing empirical evidence exists that deep learning can work well with exoticschedules for varying the learning rate. This paper suggests that the phenomenon may be due to Batch ...


On Oct 18, 2019
@hardmaru shared
RT @roadrunning01: Visual Hide and Seek pdf: https://t.co/dbxvdPwZVl abs: https://t.co/KSsU8hQQKN project page: https://t.co/avKeboftEA https://t.co/gasqhV92dZ
Open

Click here to read the article

Hi er SeekerVisual Observation Visual Observation Hider Seeker (c) Hider’s Visual Observation(a) Seeker’s Visual Observation (b) Simulation Environment Figure 1: Visual Hide-and-Seek: We ...

On Oct 19, 2019
@ylecun shared
RT @cai2r: Our #AI improves #BreastCancer detection. Technical ℹ️ [Paper 🆕] https://t.co/Yei5PiYfh8 [Code] https://t.co/yTUapbgQog [Data specs] https://t.co/m058wcKfac Lay-friendly ℹ️ [Press release🆕] https://t.co/22cxiKzvmx [Explainer] https://t.co/lIUVoavOw3 @NanWu__ @kjgeras & al. https://t.co/799DX6kKHu
Open

Combination of Artificial Intelligence & Radiologists More Accurately Identified Breast Cancer

NYU School of Medicine researchers found their AI tool recognized patterns in screening mammogram images radiologists could not, and vice versa. Learn more.

On Oct 19, 2019
@ylecun shared
RT @cai2r: Our #AI improves #BreastCancer detection. Technical ℹ️ [Paper 🆕] https://t.co/Yei5PiYfh8 [Code] https://t.co/yTUapbgQog [Data specs] https://t.co/m058wcKfac Lay-friendly ℹ️ [Press release🆕] https://t.co/22cxiKzvmx [Explainer] https://t.co/lIUVoavOw3 @NanWu__ @kjgeras & al. https://t.co/799DX6kKHu
Open

Deep Neural Networks Improve Radiologists’ Performance in Breast Cancer Screening

Using a new massive mammography dataset, we trained a model that is as accurate as radiologists in classifying breast cancer screening…

On Oct 18, 2019
@jeremyphoward shared
RT @bhutanisanyam1: I’m really honoured to share my interview with @chipro from @nvidia all about Machine Learning interviews, DL Reseach, MOOCs and ofcourse Chip’s upcoming book: Audio: https://t.co/vRWXU6HVVz Video: https://t.co/CDVeo16P5c
Open

Chip Huyen Interview: Machine Learning Interviews | MOOCS and Deep Learning at NVIDIA by Chai Time Data Science • A podcast on Anchor

Audio (Podcast Version) available here: https://anchor.fm/chaitimedatascience Subscribe here to the newsletter: https://tinyletter.com/sanyambhutani In this episode, Sanyam Bhutani ...

On Oct 18, 2019
@lawrennd shared
RT @maalvarezl: I'm advertising a PhD position on Automatic Learning of Latent Force Models at @shefcompsci. Learning physics from data seems to be a new trend in ML. We'll do it in the context of Gaussian processes. https://t.co/pKkNdjA6W2
Open

Automatic Learning of Latent Force Models

PhD Project - Automatic Learning of Latent Force Models at University of Sheffield, listed on FindAPhD.com

On Oct 18, 2019
@hardmaru shared
Improving Gradient Estimation in Evolutionary Strategies With Past Descent Directions https://t.co/jxIIft8Bc3 https://t.co/c9yJUjWpFb
Open

Improving Gradient Estimation in Evolutionary Strategies With Past Descent Directions

Evolutionary Strategies (ES) are known to be an effective black-box optimization technique for deep neural networks when the true gradients cannot be computed, such as in Reinforcement ...

On Oct 18, 2019
@peteskomoroch shared
RT @arokem: @allafarce @peteskomoroch @jeremyphoward There's @akeshavan_ 's (open source!/free!) Swipes for Science: https://t.co/SLZu1uoIjr. We demonstrated how it works in a paper you can read here: https://t.co/BFJjc7qmV9
Open

Combining Citizen Science and Deep Learning to Amplify Expertise in Neuroimaging

Big Data promises to advance science through data-driven discovery. However, many standard lab protocols rely on manual examination, which is not feasible for large-scale datasets. ...

On Oct 19, 2019
@petewarden shared
RT @MicrochipMakes: Run a machine learning model on an @adafruit Trinket M0 to recognize gestures: https://t.co/rGLqpUTUdb https://t.co/N6ohbyoVn0
Open

MACHINE LEARNING MONDAY – Machine Learning on an Adafruit Trinket M0 to recognize gestures @adafruit @Microsoft #ProtoNN @Paulfo #TheThingsConference @TTN_UK

GesturePod – A workshop on using EdgeML ProtoNN to create a gesture recognising device on constrained hardware – GesturePod – A workshop on using EdgeML ProtoNN to create a gestur…

On Oct 18, 2019
@peteskomoroch shared
@allafarce @jeremyphoward For using your own internal “workers” to label images: LocalTurk https://t.co/R7qawAczwB, @labelbox, @FigureEightInc, @amazonmturk with private qualification, https://t.co/GtlOuU1e0J
Open

localturk

Mechanical Turk on your own machine. Contribute to danvk/localturk development by creating an account on GitHub.

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On Oct 19, 2019
@haldaume3 shared
RT @_KarenHao: IT'S HERE!!! The biggest story I’ve ever worked on. @techreview's very first interactive ever, which walks through a concrete example of AI bias, and why it’s so much more complicated than initially meets the eye. https://t.co/4eqXB3kpFF 1/
Open

Can you make AI fairer than a judge? Play our courtroom algorithm game

The US criminal legal system uses predictive algorithms to try to make the judicial process less biased. But there’s a deeper problem.

On Oct 18, 2019
@adriancolyer shared
"HackPPL: a universal probabilistic programming language" Ai et al., MAPL'19 https://t.co/ZYMUK2a9nR #themorningpaper Facebook have extended Hack with probabilistic programming support to better support reasoning over uncertainty in their application logic. https://t.co/QknqAjeoBf
Open

HackPPL: a universal probabilistic programming language

HackPPL: a universal probabilistic programming language Ai et al., MAPL’19 The Hack programming language, as the authors proudly tell us, is “a dominant web development language across …

On Oct 19, 2019
@petewarden shared
RT @razielag: Pretty cool use of #TensorFlow @petewarden this seems like another great fit for TF Micro. Using Old Cellphones to Listen for Illegal Loggers https://t.co/v85Wsf33FI
Open

Using Old Cellphones to Listen for Illegal Loggers

Indonesian villagers are trying out a treetop surveillance system that uses recycled phones and artificial intelligence software to detect chain saws.