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researcher

R. Ramanath

11 papers hereh-index 111.5k citations24 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author4
  • middle author3
  • last author3

Across the 10 of 11 papers where every author was matched, so the position is known.

fields
  • cs.LG5
  • cs.IR3
  • cs.AI2
  • cs.CL1

identity via Semantic Scholar / OpenAlex

activity
20182026
most citedLambda Learner: Fast Incremental Learning on Data Streams

12 citations · 15 across the 8 of their papers we have counts for

collaborators
Showing 2025Show all

2 papers · 1 filter

cs.LG2025

Effective Quantization of Muon Optimizer States

Aman Gupta, Rafael Celente, Abhishek Shivanna +7

The Muon optimizer, based on matrix orthogonalization, has recently shown faster convergence and better computational efficiency over AdamW in LLM pre-training. However, the memory…

cs.IR2025★ 1 cited

Your Spending Needs Attention: Modeling Financial Habits with Transformers

D. T. Braithwaite, Misael Cavalcanti, R. Austin McEver +9

Predictive models play a crucial role in the financial industry, enabling risk prediction, fraud detection, and personalized recommendations, where slight changes in core model per…

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