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researcher

A. Choromańska

37 papers hereh-index 346.6k citations150 works total

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

author position
  • first author6
  • middle author18
  • last author13

Across the 37 of 37 papers where every author was matched, so the position is known.

fields
  • cs.LG23
  • cs.CV5
  • stat.ML3
  • cs.CR2
  • cs.RO2
  • eess.IV1

identity via Semantic Scholar / OpenAlex

activity
20132024
most citedThe Loss Surfaces of Multilayer Networks

715 citations · 1.4k across the 35 of their papers we have counts for

collaborators
Showing cs.CRShow all

2 papers · 1 filter

cs.CR2021

ESAFE: Enterprise Security and Forensics at Scale

Bernard McShea, Kevin Wright, Denley Lam +7

Securing enterprise networks presents challenges in terms of both their size and distributed structure. Data required to detect and characterize malicious activities may be diffuse…

cs.CR2020

Backdoor Attacks on the DNN Interpretation System

Shihong Fang, Anna Choromanska

Interpretability is crucial to understand the inner workings of deep neural networks (DNNs) and many interpretation methods generate saliency maps that highlight parts of the input…

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