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researcher

Dharmashankar Subramanian

2 papers here

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

author position
  • middle author1
  • last author1

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.HC1
  • cs.LG1
ORCID 0000-0002-1990-7740

identity via Semantic Scholar / OpenAlex

most citedAutoDOViz: Human-Centered Automation for Decision Optimization

10 citations · 11 across the 2 of their papers we have counts for

collaborators

2 papers

cs.LG2023★ 1 cited

The Information Pathways Hypothesis: Transformers are Dynamic Self-Ensembles

Md Shamim Hussain, Mohammed J. Zaki, Dharmashankar Subramanian

Transformers use the dense self-attention mechanism which gives a lot of flexibility for long-range connectivity. Over multiple layers of a deep transformer, the number of possible…

cs.HC2023★ 10 cited

AutoDOViz: Human-Centered Automation for Decision Optimization

Daniel Karl I. Weidele, Shazia Afzal, Abel N. Valente +12

We present AutoDOViz, an interactive user interface for automated decision optimization (AutoDO) using reinforcement learning (RL). Decision optimization (DO) has classically being…

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