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researcher

R. Sifa

25 papers hereh-index 283.2k citations220 works total

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

author position
  • middle author3
  • last author19

Across the 22 of 25 papers where every author was matched, so the position is known.

fields
  • cs.CL13
  • cs.CV7
  • cs.AI3
  • cs.LG2

identity via Semantic Scholar / OpenAlex

activity
20242026
collaborators
Showing cs.LGShow all

2 papers · 1 filter

cs.LG2026

Modalities, a PyTorch-native Framework For Large-scale LLM Training and Research

Max Lübbering, Timm Ruland, Richard Rutmann +8

Today's LLM (pre-) training and research workflows typically allocate a significant amount of compute to large-scale ablation studies. Despite the substantial compute costs of thes…

cs.LG2025

History Rhymes: Macro-Contextual Retrieval for Robust Financial Forecasting

Sarthak Khanna, Armin Berger, Muskaan Chopra +2

Financial markets are inherently non-stationary: structural breaks and macroeconomic regime shifts often cause forecasting models to fail when deployed out of distribution (OOD). C…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.