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researcher

Inwoo Hwang

Columbia University

13 papers hereh-index 8191 citations22 works total

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

author position
  • first author4
  • middle author6
  • last author2

Across the 12 of 13 papers where every author was matched, so the position is known.

fields
  • cs.CV5
  • cs.LG5
  • cs.AI2
  • cs.CL1
affiliations
  • Columbia University
Homepage

identity via Semantic Scholar / OpenAlex

activity
20222026
most citedSelecMix: Debiased Learning by Contradicting-pair Sampling

4 citations · 6 across the 11 of their papers we have counts for

collaborators
Showing 2022Show all

2 papers · 1 filter

cs.CV2022★ 4 cited

SelecMix: Debiased Learning by Contradicting-pair Sampling

Inwoo Hwang, Sangjun Lee, Yunhyeok Kwak +4

Neural networks trained with ERM (empirical risk minimization) sometimes learn unintended decision rules, in particular when their training data is biased, i.e., when training labe…

cs.AI2022

On the Importance of Critical Period in Multi-stage Reinforcement Learning

Junseok Park, Inwoo Hwang, Min Whoo Lee +4

The initial years of an infant's life are known as the critical period, during which the overall development of learning performance is significantly impacted due to neural plastic…

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