Heet Sheth retweeted
Haha, good ol' grid search (and random search) remains the most popular approach, not fancy auto-tuning heuristics. 😏 But OMG, almost half of these ML researchers/practitioners do ad hoc manual hyper-parameter tuning! 😱 No wonder ML/AI has a reproducibility crisis! 😒
Replying to @deliprao
3. "If yes, how did you tune them?"
lol, manual tuning of course! Graduate Student Optimization FTW! Also, it points to the brittleness of results in our community. Carefully (or luckily?) manually-tuned hyperparams on one dataset fails to deliver on your problem. Enjoy!
Heet Sheth retweeted
“Every successful person has to go through a journey of a hundred slaps. It’s best to get them early.” ~ @kunalb11
Heet Sheth retweeted
Getting ready to get on the road for Thanksgiving? 🦃🛣Check out how bad it has been past years from @CrosstownLA ... and maybe leave a day earlier. ow.ly/ddJC30mGbkb
Heet Sheth retweeted
"There is only one thing that makes a dream impossible to achieve: the fear of failure." - Paulo Coelho
#MondayMotivation
Heet Sheth retweeted
Interesting new Snap + Amazon partnership. Look at a product through your Snap camera, get a link for that product on Amazon.
Shop through the phone camera.
snap.com/en-US/news
Heet Sheth retweeted
If your phone numbers, address, dob, bank accounts and others personal details are easily found on the Internet you have no #privacy. End of the story.
Heet Sheth retweeted
After extensive research I have figured that the real value of the weekend is realized only when you sit at home doing absolutely NOTHING, any travel, any planned activity counts as a work day, and you'll be back on a Monday morning exhausted.
Heet Sheth retweeted
The irony is , the most talented & intelligent friends I have are the most critical about starting new ventures or careers.
The not so bright bunch are already closer to achieving their dream cause they had the courage to put themselves out there & learn from their mistakes.
Heet Sheth retweeted
"Success represents 1% of your work which results from the 99% that is called failure" - Soichiro Honda
#MondayMotivation
Heet Sheth retweeted
MUNIT: Multimodal unsupervised image-to-image translation. Learn to translate one input dog image to a distribution of cat images without paired training data.
paper: arxiv.org/abs/1804.04732
code: github.com/nvlabs/munit
by @xunhuang1995 @SergeBelongie @jankautz
#DeepLearning
Heet Sheth retweeted
Thank you for the code you’ve committed, the pull requests you’ve merged, and the 10 years of GitHub you’ve made possible. We can’t wait to see what you build next. github.com/ten
Heet Sheth retweeted
"A man who asks is a fool for five minutes. A man who never asks is a fool for life." - Chinese Proverb
#Whyable
whyable.com
Heet Sheth retweeted
Every Apple store, every data center, every Apple corporate office — everywhere — is now powered by 100 percent renewable energy.
Link: fastcompany.com/40554151/how…
Heet Sheth retweeted
Nothing will affect the future of humanity more than digital super-intelligence. Watch Chris Paine’s new AI movie for free until Sunday night at doyoutrustthiscomputer.org/w…
Heet Sheth retweeted
We’re growing fast and we need your help! Calling out passionate, mission-driven and curious people to join us in our pursuit of building best in class developer-focused products 🚀
Currently, we’re looking for front-end engineers, backend engineers & visual designer. Pls RT🙏🏼
Heet Sheth retweeted
Get a free draft copy of my book on how to structure Machine Learning projects: mlyearning.org I’d started this before but got distracted building Deep Learning Specialization; I’m now rebooting this. Sign up to get free chapters as they’re released! – at Stanford, CA
Heet Sheth retweeted
“Wildfire Destruction — A Random Forest Classification of Forest Fires” by Sky B.T. Williams towardsdatascience.com/wildf…




























