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Joseph Gatto

18 papers hereh-index 7129 citations25 works total

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

author position
  • first author10
  • middle author8

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

fields
  • cs.CL15
  • cs.LG2
  • cs.AI1

identity via Semantic Scholar / OpenAlex

activity
20192026
most citedSingle Sample Feature Importance: An Interpretable Algorithm for Low-Level Feature Analysis

2 citations · 8 across the 18 of their papers we have counts for

collaborators
Showing cs.LGShow all

2 papers · 1 filter

cs.LG2023

ActSafe: Predicting Violations of Medical Temporal Constraints for Medication Adherence

Parker Seegmiller, Joseph Gatto, Abdullah Mamun +4

Prescription medications often impose temporal constraints on regular health behaviors (RHBs) of patients, e.g., eating before taking medication. Violations of such medical tempora…

cs.LG2019★ 2 cited

Single Sample Feature Importance: An Interpretable Algorithm for Low-Level Feature Analysis

Joseph Gatto, Ravi Lanka, Yumi Iwashita +1

Have you ever wondered how your feature space is impacting the prediction of a specific sample in your dataset? In this paper, we introduce Single Sample Feature Importance (SSFI),…

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