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researcher

Ehsan Imani

10 papers hereh-index 7290 citations14 works total

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

author position
  • first author5
  • middle author4
  • last author1

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

fields
  • cs.LG8
  • stat.ML2

identity via Semantic Scholar / OpenAlex

activity
20182025
most citedImproving Regression Performance with Distributional Losses

11 citations · 22 across the 10 of their papers we have counts for

collaborators
Showing 2021Show all

2 papers · 1 filter

cs.LG2021

Representation Alignment in Neural Networks

Ehsan Imani, Wei Hu, Martha White

It is now a standard for neural network representations to be trained on large, publicly available datasets, and used for new problems. The reasons for why neural network represent…

cs.LG2021★ 1 cited

Off-Policy Actor-Critic with Emphatic Weightings

Eric Graves, Ehsan Imani, Raksha Kumaraswamy +1

A variety of theoretically-sound policy gradient algorithms exist for the on-policy setting due to the policy gradient theorem, which provides a simplified form for the gradient. T…

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