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Jerry M. Huang

19 papers hereh-index 4137 citations23 works total

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

author position
  • first author4
  • middle author14

Across the 18 of 19 papers where every author was matched, so the position is known.

fields
  • cs.LG7
  • cs.CL6
  • cs.IR2
  • stat.ML2
  • quant-ph1
  • stat.CO1

identity via Semantic Scholar / OpenAlex

activity
20242026
most citedBayesFlow 2: Multi-Backend Amortized Bayesian Inference in Python

2 citations · 2 across the 17 of their papers we have counts for

collaborators
Showing stat.MLShow all

2 papers · 1 filter

stat.ML2026

Hierarchical Utility Calibration for Structured Multiclass Decisions

Futoshi Futami, Jerry Huang, Ichiro Takeuchi

In multiclass probabilistic prediction, Utility Calibration (UC), which focuses auditing on specified utilities, has recently received attention as a way to guarantee downstream de…

stat.ML2026

CogFormer: Learn All Your Models Once

Jerry M. Huang, Lukas Schumacher, Niek Stevenson +1

Simulation-based inference (SBI) with neural networks has accelerated and transformed cognitive modeling workflows. SBI enables modelers to fit complex models that were previously…

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