Rachel Allen

Data Scientist, AI Infrastructure @rapidsai @NVIDIA. @UVA PhD. Views are my own 💁🏻‍♀️🥼🧠💻📈🤖

[Rachel Allen @RachelKayAllen]

How has #GenAI been leveraged for #cybersecurity and what's on the horizon?
Come join me tomorrow at 12pm EST to discuss GenAI and cybersecurity applications with @mitopenlearning

Registration is free and open to all: https://t.co/lUTkG7eyvZ

[Rachel Allen @RachelKayAllen]

@moo_hax @josephtlucas @BartleyR heh, not all your language models need be large! things actually get interesting wrt to NER vs QA for passwords where having the model learn the tokens for high entropy strings doesn't make as much sense as learning the start/stop of the span.

[Rachel Allen @RachelKayAllen]

@bodonoghue85 AUC/DC
CatBoost Stevens

[NVIDIA AI @NVIDIAAI]

Detect Cybersecurity threats in an Instant. Introducing NVIDIA Morpheus, a new AI framework for creating zero-trust data center security. Learn more: https://t.co/92S1dbvU9i

[Bartley Richardson @BartleyR]

The engineers and researchers at @splunk are doing amazing work to move log parsing away from a rules-based approach. This blog by @AbrahamStarosta details how they use @nvidia #Triton and #Morpheus to parse machine logs with #MachineLearning. https://t.co/82jDEuMG14

[Papers with Code @paperswithcode]

🎉 Introducing... Datasets! We are now indexing 3000+ research datasets from machine learning. Find datasets by task and modality, compare usage over time, browse benchmarks, and much more! Explore the catalogue here: https://t.co/sST84xRiSd

[Vibhu Jawa @JawaVibhu]

My @GlobalPy talk on " Accelerating Text Processing with @RAPIDSai " is now public.

Please check it out to learn more about how GPUs are awesome for all sorts of text processing.

https://t.co/6ymcJQFkOv

[RAPIDS AI @RAPIDSai]

GPU acceleration comes to SHAP! Explain #MachineLearning model predictions from @XGBoostProject 20x faster or more with minimal code changes. https://t.co/2MOOkRBT1k

[Rachel Allen @RachelKayAllen]

I had a really fun conversation with @realpaulmahler about #AGI and #ethicalAI issues. Check it out on the #RAPIDSFire podcast!

[RAPIDS AI @RAPIDSai]

Join #RAPIDSFire host @realpaulmahler and guest @RachelKayAllen who discuss the future of artificial general intelligence, how neural nets relate to actual brains, and issues to consider as we move toward an AGI future. #AI https://t.co/2a9MUAfsrW

[Jake Williams @MalwareJake]

Hoovering up all the event logs but finding out that now you only have seconds of retention (or more aptly not finding out until too late...)

[Rachel Allen @RachelKayAllen]

Big thanks to @realpaulmahler and @BartleyR for the fun times on the RAPIDSFire podcast!

[RAPIDS AI @RAPIDSai]

RAPIDSFire Kicks off 2021 by teaching an old "log" new tricks from @RachelKayAllen @BartleyR who discuss #GPU #DataScience for #cybersecurity - https://t.co/H9rT32tHZu

[Rachel Allen @RachelKayAllen]

Diversity improves learning in bio and artificial neural networks... and in academic labs and industry teams 😉

[Dan Goodman @neuralreckoning]

Have you ever wondered why neurons are like snowflakes? No two alike, even if they're the same type. In our latest preprint, we think we have (at least part of) the answer: it promotes robust learning.

Tweeprint follows (1/16)

https://t.co/GbN9dXxt7Q

[Bartley Richardson @BartleyR]

Using GPUs and @RAPIDSai, @bianca_rhodes and @RachelKayAllen achieved an 11x speed-up in an inferencing pipeline for detecting malicious #IoT devices. Using #cuML FIL to process over 1M logs/s! 🔥🔥 #CyberSecurity

[Josh Patterson @datametrician]

It's official! @RAPIDSai is on @kaggle! 🔥🔥🔥
Let's light up the leaderboard with #GPU solutions!

[Rachel Allen @RachelKayAllen]

@rapidsai now in @Kaggle notebooks 🔥🔥🔥🔥🔥

[Bojan Tunguz @tunguz]

All right, here it is - the first ever native @Kaggle @rapidsai notebook. I took @Giba1's notebook, converted it to Rapids, and added a few models:

https://t.co/NoC2myJWxh

[Rachel Allen @RachelKayAllen]

Check out accelerated GPU log parsing with @rapidsai subword tokenizer and Streamz! It's the most fun you'll ever have parsing logs!

[RAPIDS AI @RAPIDSai]

Checkout the new pipeline improvements in cyBERT 2.0 - Streaming #GPU log parsing with @rapidsai and new subword tokenizer & integration with #Python Streamz library. Let us know how you're using cyBERT! https://t.co/iHBslnCv0I

[Bartley Richardson @BartleyR]

If you haven’t checked out our accelerated sub word tokenizer, it’ll still be there after you #vote! Your vote is precious and hard-fought - use it, cherish it. And let’s make things better than how we found them. #Vote2020

[Rachel Allen @RachelKayAllen]

Don’t miss this awesome talk by @tomekdrabas tomorrow! Train your BERT model with @blazingsql and @rapidsai 🔥🔥🔥

[clem 🤗 @ClementDelangue]

In a bit more than an hour, I'll train live a language model on @nvidia's tweets to see what kind of text it generates & talk about how the revolution of natural language processing is changing how companies understand text.

Follow it live here: https://t.co/1addO6rIXH #GTC20

[Zahra Ronaghi Rafeedheen @ZahraRonaghi]

Stop by office hours tomorrow for live Q&A on “Fundamentals of high-performance data science with @rapidsai" at #JupyterCon2020: https://t.co/NS5LevGLbS