Rohit Pgarg @rohitpgarg
I tweet about Deep Learning/ML, and tech in general. Working as Data Scientist on recommendation systems at @glancescreen and @Roposolove. Tweets are my own. Joined April 2016-
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One of the most underrated yet effective strategies for snagging premium cabin awards? Knowing EXACTLY when airlines release their seats. Let me show you how this works, using Singapore Airlines as an example... 🧵👇 🎁 DM for bonus content at the end.
.@ImagineApplePR Where's my order # 75050148411? It's been a week and no response from your side. Pathetic.
Lmfao grok is worse at everything
Random note on k-Nearest Neighbor lookups on embeddings: in my experience much better results can be obtained by training SVMs instead. Not too widely known. Short example: github.com/karpathy/rando… Works because SVM ranking considers the unique aspects of your query w.r.t. data.
You haven’t learnt anything in your life.
You haven’t learnt anything in your life.
Curious about recommender models? Interested in endowing models from other domains with some of their superpowers? Please join me on a whirlwind tour of 6 recsys architectures! >> a thread 🧵 <<
ImageNet is the new MNIST.
The Alternative Big O notation: O(1) = O(yeah) O(log n) = O(nice) O(n) = O(k) O(n²) = O(my) O(2ⁿ) = O(no) O(n!) = O(mg!) O(n!*n) = O(rly?)
Annotated PyTorch Paper Implementations by @labmlai is an AMAZING resource: • Deep learning papers explained in-depth with code side-by-side • Constantly updated with some of the latest papers! • 100% free and open-source! Check it out here → nn.labml.ai
Hey @fernsnpetals, suffering from poor support. Order delivered partially with no rectification. No refund, no re-delivery. No response.
Fourier features work in NLP too! Uber had a paper on DCT based features could replace lower layers of Resnet for image classification tasks. (limited) return of non-learned features!
Fourier features work in NLP too! Uber had a paper on DCT based features could replace lower layers of Resnet for image classification tasks. (limited) return of non-learned features!
Very excited to share ELLIOT a Python Framework for #Reproducible #RecommenderSystems with more than 50 models, 36 metrics and many features to support easy-to-run experiments GitHub page: github.com/sisinflab/elli… #RecSys2021 #WSDM2021 #CIKM2021 #SIGIR202 #ECIR2021 (1/3)
How does real-time ML look in practice? We discuss real-time recommenders, drawing on my experience & industry papers: • When does it make sense? When does it not? • How have China & US companies implemented them? • How do we design & build an MVP? eugeneyan.com/writing/real-t…
reuters.com/article/uk-int… "In June, it lost one of its veteran chip designers, Jim Keller, over a dispute on whether the company should outsource more of its production, sources said at the time." Interesting.
Unit testing for ML pipelines is challenging given changing data, features, models, etc. Changing I/O make it hard to have fixed unit tests. To hackily get around this, I liberally use assert statements in scheduled tasks. These have saved me so many times. Thread: (1/11)
@AmazingThew Something life changing I learned early at NVIDIA is that "putting something in hardware" (creating an application-specific integrated circuit, ASIC) usually does not make a program faster. (thread):
Plot, then average. Always. In that order. No exceptions.

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