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K. Tserpes

13 papers hereh-index 405.8k citations267 works total

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

author position
  • sole author1
  • middle author9
  • last author2

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

fields
  • cs.LG3
  • cs.AI2
  • cs.CV2
  • cs.CY2
  • cs.CL1
  • cs.CR1
same name
  • K. Tserpes — 1 paper, h 2

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20152023
most citedEmploying traditional machine learning algorithms for big data streams analysis: the case of object trajectory prediction

76 citations · 137 across the 11 of their papers we have counts for

collaborators
Showing 2022Show all

3 papers · 1 filter

cs.CR2022★ 4 cited

Partially Oblivious Neural Network Inference

Panagiotis Rizomiliotis, Christos Diou, Aikaterini Triakosia +2

Oblivious inference is the task of outsourcing a ML model, like neural-networks, without disclosing critical and sensitive information, like the model's parameters. One of the most…

cs.CV2022★ 4 cited

TraClets: Harnessing the power of computer vision for trajectory classification

Ioannis Kontopoulos, Antonios Makris, Konstantinos Tserpes +1

Due to the advent of new mobile devices and tracking sensors in recent years, huge amounts of data are being produced every day. Therefore, novel methodologies need to emerge that…

cs.AI2022★ 5 cited

AI-as-a-Service Toolkit for Human-Centered Intelligence in Autonomous Driving

Valerio De Caro, Saira Bano, Achilles Machumilane +11

This paper presents a proof-of-concept implementation of the AI-as-a-Service toolkit developed within the H2020 TEACHING project and designed to implement an autonomous driving per…

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