AI Researcher @ Google DeepMind. All opinions are personal and not of my employer.
Bengaluru
Joined October 2016
- Tweets496
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Praneeth Netrapalli retweeted
I'm enamored of combining many approaches. Here are some that are interesting and public:
Various dense retrieval methods
TreeFormer (arxiv.org/abs/2208.09015)
High-Recall Approximate Top-K Estimation (arxiv.org/abs/2402.09360)
Various forms of KV cache quantization and compression
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.
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
@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 retweeted
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
arxiv.org/abs/2402.08929
Very happy to share this work that we have been working on over the last year.
Excited to share Tandem Transformers: a simple but effective technique to significantly reduce latency of generative LLMs (in some cases ~2.74x). arxiv.org/abs/2402.08644 [1/n]
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!
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
pib.gov.in/PressReleasePage.…
Very nice work on mitigating simplicity bias by my colleagues @tiwarishabh16 and @doktorshenoy !
🚨 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: openreview.net/pdf?id=DnTVBs…
Praneeth Netrapalli retweeted
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
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: bit.ly/SaveHesaraghatta
@CMofKarnataka
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
Enjoyed teaching a short course on optimization in Bangalore School on Statistical Physics @ictstifr last week. Lectures available now on youtube.
youtu.be/uL1Yk2NkEpw
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: eventhosts.gather.town/app/8…
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: sites.google.com/view/ml-in-…
RSVP: docs.google.com/forms/d/e/1F…
@iKDD_News @sandeepjuneja66 @amt_shrma @shouryaroy
Praneeth Netrapalli retweeted
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: bit.ly/3EzdvyH
with @jainprateek_ and @pnetrapalli
Praneeth Netrapalli retweeted
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.
arxiv.org/abs/2112.01118
scirate.com/arxiv/2112.01118
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.
We are also curating a list of long term ML career opportunities sites.google.com/view/ml-in-…. If you would like your institution to be featured, please submit details through forms.gle/b8F3nPxSXAvALZ8Q6
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: sites.google.com/view/ml-in-…
RSVP: docs.google.com/forms/d/e/1F…
@iKDD_News @sandeepjuneja66 @amt_shrma @shouryaroy
Praneeth Netrapalli retweeted
Applications now open for pre-doctoral positions at
@GoogleAI India! #predoc
careers.google.com/jobs/resu…
Come spend 2 years with our ML and Optimization team working on cutting edge problems in DL understanding, efficient ML, RL, privacy! @ManishGuptaMG1 , @divy93t , @PNetrapalli
While standard SGD cannot learn from correlated data, SGD with reverse experience replay can!
To appear in NeurIPS 2021.
Joint work with Suhas Kowshik, Dheeraj Nagaraj and @jainprateek_
arxiv.org/abs/2103.05896
arxiv.org/abs/2105.11558
Praneeth Netrapalli retweeted
Neural nets can generalize well on test data, but often lack robustness to distributional shifts & adversarial attacks.
Our #NeurIPS2020 paper on simplicity bias sheds light on this phenomenon.
Poster: session #4, town A2, spot C0, 12pm ET today!
Paper: bit.ly/39RXDel
Praneeth Netrapalli retweeted
Only 2 buses added to @BMTC_BENGALURU fleet in the past 9 months. In the same period, 475000 new private vehicles have been added to the city roads.
And you complain about congestion?
@CMofKarnataka @BBMP_MAYOR @BBMPCOMM thehindu.com/news/cities/ban…
