Praneeth Netrapalli

ML Researcher at Google Research India.
All opinions are personal and not of my employer.

[Jeff Dean @JeffDean]

I'm enamored of combining many approaches. Here are some that are interesting and public:

Various dense retrieval methods

TreeFormer (https://t.co/V0n364D1iX)

High-Recall Approximate Top-K Estimation (https://t.co/zqLLKf23lm)

Various forms of KV cache quantization and compression

[Praneeth Netrapalli @PNetrapalli]

@PrincetonCS @praveshkkothari @eatcs_secretary Congratulations on the well deserved recognition, @praveshkkothari !

[Praneeth Netrapalli @PNetrapalli]

@sangunni @railwaterman and the entire team of Yelahanka-Puttenahalli Lake Bird Conservation Trust have done tremendous work to rejuvenate the lake and all of that will be lost if immediate action is not undertaken to stop the sewage flowing into the lake.

[Praneeth Netrapalli @PNetrapalli]

I visited Puttenahalli lake last Sunday to see birds and enjoy nature, but was shocked to see large quantities of untreated and undiluted sewage water entering the lake. @BBMPCOMM @chairmanbwssb : Please take immediate action to save the lake.

[Ajay Singh @railwaterman]

Extremely sad day for Yelahanka Puttenahalli Lake and city of Bengaluru.
Do share extensively so that everyone knows how lakes are being killed in Bengaluru.
#Lakes
#Conservation
#bengalurururalls

@Lolita_TNIE
@cksaysso
@DeccanHerald
@prajavani
@KannadaRepublic
@tv9kannada

[Elad Hazan @HazanPrinceton]

All in due time... 20 years after "Online Newton Step", comes "Bandit Newton Step" :-)
work with my fantastic student @jsun105 and my colleagues in Google India, Arun Suggala and Praneeth Netrapalli
https://t.co/kNwQ5pKkum

[Praneeth Netrapalli @PNetrapalli]

Very happy to share this work that we have been working on over the last year.

[Prateek Jain @jainprateek_]

Excited to share Tandem Transformers: a simple but effective technique to significantly reduce latency of generative LLMs (in some cases ~2.74x). https://t.co/Shj2Zrjvx5 [1/n]

[Praneeth Netrapalli @PNetrapalli]

@monojitchou @IN_Valsura Yes, I was there in person Monojit :-)

[Praneeth Netrapalli @PNetrapalli]

It was a great learning experience interacting with the naval officers and other speakers, and getting to know the various problems in the naval domain where ML/AI can be useful. Thanks @IN_Valsura for organizing the workshop and for the kind hospitality!

[SpokespersonNavy @indiannavy]

5th edition of #AIWorkshop aimed at 'Artificial Intelligence for Future Fleet' by #IndianNavy at @IN_Valsura #Jamnagar 09-11 Aug 23. Insightful talks by Triservice institutions, academia & experts in Niche domain field.
#DigitalIndia #AatmanirbharBharat

https://t.co/rQWwrokVmJ

[Praneeth Netrapalli @PNetrapalli]

Very nice work on mitigating simplicity bias by my colleagues @tiwarishabh16 and @doktorshenoy !

[Rishabh Tiwari @rish2k1]

🚨 Excited to share our #ICML2023 work on the Feature Sieve, by which we automatically identify and suppress irrelevant or spurious features in deep networks, hence mitigating simplicity bias.

Paper: https://t.co/0od1W0soAs

[Praneeth Netrapalli @PNetrapalli]

@indrani_mthies @MSFTResearch @IndiaMSR Wish you all the best Indrani!

[Praneeth Netrapalli @PNetrapalli]

@RashmiBelur ma'am, could you please share a link to the government order mentioned in this article please https://t.co/WAu32CsPkr

[ICTS @ictstifr]

Workshop for 8 to 12 class mathematics school teachers in Karnataka
ICTS-TIFR is conducting a Mathematics Teachers Training camp from 4 to 7 Nov' 22
The camp aims to discuss challenging mathematical problems at the pre-olympiad and olympiad level
Last date to register: 30 Sept 22

[Praneeth Netrapalli @PNetrapalli]

On Sept 5th, Karnataka State Board for Wildlife will decide whether Hesaraghatta will be notified as a conservation reserve.
Let’s rally to preserve Hesaraghatta. We cannot let Hesaraghatta be turned into a concrete jungle.
Please support: https://t.co/TfKtnz8kzI
@CMofKarnataka

[Partha Talukdar @partha_p_t]

Hesaraghatta is a critical lung space in north Bangalore which we need to preserve for future generations. @CMofKarnataka @UmeshVKatti2 @aranya_kfd #SaveHesaraghatta #hesaraghaTTa_uLisi #LastBengaluruGrassland #SavePrideOfBengaluru #SaveArkavathy #WeWantGHCR

[Praneeth Netrapalli @PNetrapalli]

Enjoyed teaching a short course on optimization in Bangalore School on Statistical Physics @ictstifr last week. Lectures available now on youtube.
https://t.co/OhR2epa3Jd

[Praneeth Netrapalli @PNetrapalli]

Happening in less than 24 hours. If you are registered for NeurIPS 2021, you can join the social on gather town using NeurIPS login credentials: https://t.co/cNBzuA4ANa

[Praneeth Netrapalli @PNetrapalli]

Delighted to announce #MLinIndia social at #NeurIPS2021.

Do attend if you are interested in exploring long term career opportunities in ML in India.

More details: https://t.co/TbFJoSvTtR

RSVP: https://t.co/sjlXTscuOC

@iKDD_News @sandeepjuneja66 @amt_shrma @shouryaroy

[Harshay Shah @harshays_]

Do input gradients highlight discriminative and task-relevant features?

Our #NeurIPS2021 paper takes a three-pronged approach to evaluate the fidelity of input gradient attributions.

Poster: session 3, spot C0
Paper: https://t.co/tnLwUBQtSh
with @jainprateek_ and @pnetrapalli

[Robin Kothari @RobinKothari]

New paper on the arXiv with @Ankit_garg06, @PNetrapalli, and @shlshrf, which will be presented as a spotlight talk at NeurIPS 2021. Summary: We show nearly optimal quantum and randomized lower bounds for smooth convex optimization.
https://t.co/udFKIolrEP
https://t.co/32aRw3rnzj

[Praneeth Netrapalli @PNetrapalli]

We are also curating a list of long term ML career opportunities https://t.co/Zt2u9lYM7L. If you would like your institution to be featured, please submit details through https://t.co/15VxZx7zGx

[Praneeth Netrapalli @PNetrapalli]

Program for #MLinIndia social @NeurIPSConf is now up!

Speakers @PrinSciAdvGoI, Sunita Sarawagi, @adagu, @jainprateek_, @vivek_raghavan, @shruthiLab and Shailesh Kumar to share their thoughts on opportunities for ML researchers in India.

[Praneeth Netrapalli @PNetrapalli]

Delighted to announce #MLinIndia social at #NeurIPS2021.

Do attend if you are interested in exploring long term career opportunities in ML in India.

More details: https://t.co/TbFJoSvTtR

RSVP: https://t.co/sjlXTscuOC

@iKDD_News @sandeepjuneja66 @amt_shrma @shouryaroy