default search action

combined dblp search
author search
venue search
publication search

ask others

1st DELTA 2024: Barcelona, Spain

> Home > Conferences and Workshops > DELTA

Refine list

refinements active!

zoomed in on ?? of ?? records

view refined list in

export refined list as

showing all ?? records

- view
  authority control:
- export record
  dblp key:
  - conf/delta3/2024
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/delta3/2024
Marco Piangerelli, Bardh Prenkaj, Ylenia Rotalinti, Ananya Joshi, Giovanni Stilo:
Discovering Drift Phenomena in Evolving Landscapes - First International Workshop, DELTA 2024, Barcelona, Spain, August 26, 2024, Proceedings. Lecture Notes in Computer Science 15013, Springer 2025, ISBN 978-3-031-82345-9

Adaptive and Robust Learning in Dynamic Environments

- view
  authority control:
- export record
  dblp key:
  - conf/delta/OrdonezSSC24
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/delta/OrdonezSSC24
Sebastián A. Cajas Ordóñez, Jaydeep Samanta, Andrés L. Suárez-Cetrulo, Ricardo Simon Carbajo:
Adaptive Machine Learning for Resource-Constrained Environments. 3-19
- view
  authority control:
- export record
  dblp key:
  - conf/delta/SaxenaC24
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/delta/SaxenaC24
Shruti Saxena, Joydeep Chandra:
RoCoNA: A Robust Continual Learning Framework for Alignment of Dynamic Networks Under Distribution Shift and Domain Differences. 20-36
- view
  authority control:
- export record
  dblp key:
  - conf/delta/GuoLSWPCS24
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/delta/GuoLSWPCS24
Jiaqi Guo, Tianpeng Li, Minglai Shao, Wenjun Wang, Lin Pan, Xue Chen, Yueheng Sun:
CeDFormer: Community Enhanced Transformer for Dynamic Network Embedding. 37-53

Challenges and Solutions in Drift Detection and Anomaly Explanation

- view
  authority control:
- export record
  dblp key:
  - conf/delta/SimonettoCGTLBG24
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/delta/SimonettoCGTLBG24
Thibault Simonetto, Maxime Cordy, Salah Ghamizi, Yves Le Traon, Clément Lefebvre, Andrey Boystov, Anne Goujon:
On the Impact of Industrial Delays when Mitigating Distribution Drifts: An Empirical Study on Real-World Financial Systems. 57-73
- view
  authority control:
- export record
  dblp key:
  - conf/delta/FastowskiK24
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/delta/FastowskiK24
Alina Fastowski, Gjergji Kasneci:
Understanding Knowledge Drift in LLMs Through Misinformation. 74-85
- view
  authority control:
- export record
  dblp key:
  - conf/delta/ZifferV24
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/delta/ZifferV24
Giacomo Ziffer, Emanuele Della Valle:
Exploring Concept Drift Visualization and Explanation in Image Streams. 86-98

Innovative Approaches to Concept Drift Detection and Landscape Shifts

- view
  authority control:
- export record
  dblp key:
  - conf/delta/GiobergiaPAB24
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/delta/GiobergiaPAB24
Flavio Giobergia, Eliana Pastor, Luca de Alfaro, Elena Baralis:
A Synthetic Benchmark to Explore Limitations of Localized Drift Detections. 101-110
- view
  authority control:
- export record
  dblp key:
  - conf/delta/KomorniczakK24
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/delta/KomorniczakK24
Joanna Komorniczak, Pawel Ksieniewicz:
Unsupervised Concept Drift Detection Based on Parallel Activations of Neural Network. 111-127
- view
  authority control:
- export record
  dblp key:
  - conf/delta/Basterrech24
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/delta/Basterrech24
Sebastián Basterrech:
Unsupervised Assessment of Landscape Shifts Based on Persistent Entropy and Topological Preservation. 128-145
- view
  authority control:
- export record
  dblp key:
  - conf/delta/GianniniV24
- ask others
- share record
  persistent URL:
  - https://dblp.org/rec/conf/delta/GianniniV24
Federico Giannini, Emanuele Della Valle:
Addressing Temporal Dependence, Concept Drifts, and Forgetting in Data Streams. 146-164

manage site settings

To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.