Akshay Rangamani
akshayrangamani.bsky.social
Akshay Rangamani
@akshayrangamani.bsky.social
Ass Prof @ NJIT; How do neural nets do what they do?
I'm hiring one PhD student for my group at #NJIT Data science. If you're at #ICASSP2025 and are interested in understanding deep learning and applications to signal processing, hit me up (emails or DM).

More info at akshay-r.github.io (Please share to spread the word!)

#signalproc #DLTheory
Akshay Rangamani
akshay rangamani homepage
akshay-r.github.io
April 8, 2025 at 7:42 AM
I'm in Hyd for #ICASSP2025! I'm presenting some recent work on understanding how RNN language models represent modular addition circuits (arxiv.org/abs/2503.22059)
🗓️ Wed, Apr 9th
🕑 8:30 AM - 10 AM IST
🎙️ MRG.02

Please hit me up at ICASSP to talk about the science of DL!
Low Rank and Sparse Fourier Structure in Recurrent Networks Trained on Modular Addition
Modular addition tasks serve as a useful test bed for observing empirical phenomena in deep learning, including the phenomenon of \emph{grokking}. Prior work has shown that one-layer transformer archi...
arxiv.org
April 8, 2025 at 7:36 AM
Next week, we're starting our new AI & Data Science Stars seminar series at NJIT.

Our first speaker on Thursday Feb 6th is David Opderbeck, who will be speaking about Emerging Legal Frameworks for AI.

Drop by if you're in the area!

ds.njit.edu/ai-data-scie...

#DataScience #AI #NJIT #AIandLaw
AI & Data Science Stars Seminar Series | Department of Data Science
Hosted by: Associate Professor Hai Phan Assistant Professor Mengjia Xu Assistant Professor Akshay Rangamani
ds.njit.edu
January 31, 2025 at 10:12 PM
Yesterday was the last class of my Deep Learning course at NJIT - dedicated it to project presentations! Here's a sampler of what my students were up to. There was a good variety of applications folks were investigating (Check out image alt text for descriptions!)

#NJIT #DataScience #DeepLearning
December 6, 2024 at 10:00 PM