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Eric Larson proslijedio/la je Tweet
I was just thinking it would be cool if you could do hyperparameter tuning directly in Keras and then found this
@TensorFlow blog post published yesterday
The best part? I got it working in 5 minutes!https://blog.tensorflow.org/2020/01/hyperparameter-tuning-with-keras-tuner.html …Hvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
Eric Larson proslijedio/la je Tweet
ML Fairness Gym is a set of components for building simple simulations that explore the potential long-run impacts of deploying machine learning-based decision systems in social environments, based on OpenAI Gym interface.https://github.com/google/ml-fairness-gym …
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Eric Larson proslijedio/la je Tweet
Generative Adversarial Networks are a pretty active appl. and research field, and I am really glad that there are the occasional reviews that summarize recent developments: "A Review on Generative Adversarial Networks: Algorithms, Theory, and Applications" https://arxiv.org/abs/2001.06937
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Eric Larson proslijedio/la je Tweet
Q-learning is difficult to apply when the number of available actions is large. We show that a simple extension based on amortized stochastic search allows Q-learning to scale to high-dimensional discrete, continuous or hybrid action spaces: https://arxiv.org/abs/2001.08116
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Eric Larson proslijedio/la je Tweet
The best SSL approaches to learning visual features today use Siamese networks to learn embeddings. Examples: two recent papers from FAIR, "Pretext-Invariant Representation Learning" (Misra et al.) and "MoCo" (He et al.).https://twitter.com/jeremyphoward/status/1216882509692059650 …
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Eric Larson proslijedio/la je Tweet
I published a new article on the
@PyTorch blog: Active Transfer Learning with PyTorch. Read about adapting Machine learning models with the knowledge that some data points will later get correct human labels, even if the model doesn't yet know the labels:https://medium.com/pytorch/active-transfer-learning-with-pytorch-71ed889f08c1 …Prikaži ovu nitHvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
Eric Larson proslijedio/la je Tweet
I feel strange writing this at this time but I should tweet about papers at some point. This one is with the amazing @jo_historian--my first paper with a historian! I learned so much from her. People always talk about using ML for X, digital humanities etc https://arxiv.org/abs/1912.10389
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Eric Larson proslijedio/la je Tweet
Since the start of TAMEST's protégé program, several have gone on to become O’Donnell Awards recipients or achieve election to
@theNASEM. This year, we welcome 42 talented, early career researchers to#TAMEST2020. Meet the TAMEST 2020 Class of Protégés: https://bit.ly/2EJqQr5 pic.twitter.com/uhwtXJSCYH
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Eric Larson proslijedio/la je Tweet
We published HydroSense at UbiComp'09, which introduced a new method to automatically detect & classify water usage from a single sensing point using machine learning + water pressure signatures. Amazing to see that it is now on shelves at Best Buy: https://www.phyn.com/smart-water-assistant/ … 1/n
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Eric Larson proslijedio/la je Tweet
Good read on the overselling of AI results. An Epidemic of AI Misinformationhttps://thegradient.pub/an-epidemic-of-ai-misinformation/ …
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Eric Larson proslijedio/la je Tweet
"Filter Response Normalization Layer: Eliminating Batch Dependence in the Training of Deep Neural Networks" -"[a] combination of a normalization and an activation function, that can be used as a drop-in replacement for other normalizations and activations" https://arxiv.org/pdf/1911.09737v1.pdf …pic.twitter.com/ZYnljedsmB
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Eric Larson proslijedio/la je Tweet
Check out our new project on Teaching Computer Science and Computational Thinking with Community Gaming http://disq.us/t/3h9pgov Funded by
@NSF_EHR (Project 1933848) with@CoreyClarkPhD@ec_larson in collaboration with@RME_SMU@smusimmons@lyleengineeringHvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
Eric Larson proslijedio/la je Tweet
Do you like Minecraft? RME is
#HIRING 2@smu#PhD students to support a NEW@NSF GRANT integrating#STEM + Computing based curriculum directly into Minecraft. More info - contact lkgeller@smu.edu or kmilligan@smu.edu@rme_smu@smusimmons@ketterlingellerpic.twitter.com/PZiXuQb0ZU
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Eric Larson proslijedio/la je Tweet
And here's another grant-funded opportunity for doctoral training in STEM Education:https://twitter.com/RME_SMU/status/1191774679024984066 …
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Eric Larson proslijedio/la je Tweet
Understanding UMAP - an interactive introduction to the algorithm and how to us (and mis-use) it from
@_coenen and@adamrpearce . A must read for anyone interested in dimension reduction.https://pair-code.github.io/understanding-umap/ …Hvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
Eric Larson proslijedio/la je Tweet
Apple Research is looking for research interns for 2020 in Pittsburgh & Seattle! We do research at the intersection of HCI+ML, with a specific focus on Accessibility, Design+ML, InfoViz, and Sensing. Read https://jobs.apple.com/en-us/details/200074227/human-computer-interaction-machine-learning-intern … if you're interested in learning more!
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Eric Larson proslijedio/la je Tweet
Check out the article
@DallasInnovates did on our latest@NSF grant using#Minecrafthttps://twitter.com/DallasInnovates/status/1184876132568588288 …Hvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
So excited to be a CoPI in this research! Hope we can have a positive impact CS instruction.https://twitter.com/lyleengineering/status/1184242700285022209 …
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Eric Larson proslijedio/la je Tweet
Xavier initialization or Standard Normal? Visualize how different initialization methods affect layer activations in our AI Notes tutorial: https://hubs.ly/H0kY6yf0 pic.twitter.com/BURUgwarA9
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Eric Larson proslijedio/la je Tweet
There is a lot of exciting work happening at the intersection of STEM and computer science education @ the NSF STEM+C PI Meeting in Alexandria
@CoreyClarkPhD@ec_larson@KetterlinGeller@smusimmons@RME_SMU@smuguildhall@lyleengineering#stemcpisummitpic.twitter.com/DXDY5oG7Pq
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