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
@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.
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.
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
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]
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!
🚨 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
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: https://t.co/TfKtnz8kzI
@CMofKarnataka
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
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
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
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
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