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researcher

Aalok Shanbhag

2 papers hereh-index 230 citations3 works total

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

author position
  • first author1
  • last author1

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

fields
  • cs.LG2

identity via Semantic Scholar / OpenAlex

most citedUnified Shapley Framework to Explain Prediction Drift

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

collaborators

2 papers

cs.LG2025

General Post-Processing Framework for Fairness Adjustment of Machine Learning Models

Léandre Eberhard, Nirek Sharma, Filipp Shelobolin +1

As machine learning increasingly influences critical domains such as credit underwriting, public policy, and talent acquisition, ensuring compliance with fairness constraints is bo…

cs.LG2021★ 2 cited

Unified Shapley Framework to Explain Prediction Drift

Aalok Shanbhag, Avijit Ghosh, Josh Rubin

Predictions are the currency of a machine learning model, and to understand the model's behavior over segments of a dataset, or over time, is an important problem in machine learni…

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