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researcher

Gautam M. Shroff

53 papers hereh-index 275.4k citations169 works total

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

author position
  • middle author17
  • last author33

Across the 50 of 53 papers where every author was matched, so the position is known.

fields
  • cs.LG25
  • cs.AI12
  • cs.DB4
  • cs.CV3
  • cs.CL2
  • stat.ME2

identity via Semantic Scholar / OpenAlex

activity
20142025
most citedLSTM-based Encoder-Decoder for Multi-sensor Anomaly Detection

347 citations · 795 across the 48 of their papers we have counts for

collaborators
Showing 2023Show all

2 papers · 1 filter

cs.CL2023

Adapt and Decompose: Efficient Generalization of Text-to-SQL via Domain Adapted Least-To-Most Prompting

Aseem Arora, Shabbirhussain Bhaisaheb, Harshit Nigam +3

Cross-domain and cross-compositional generalization of Text-to-SQL semantic parsing is a challenging task. Existing Large Language Model (LLM) based solutions rely on inference-tim…

cs.AI2023★ 1 cited

Neuro-symbolic Meta Reinforcement Learning for Trading

S I Harini, Gautam Shroff, Ashwin Srinivasan +2

We model short-duration (e.g. day) trading in financial markets as a sequential decision-making problem under uncertainty, with the added complication of continual concept-drift. W…

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