Walid Durani

Joined

January 2023

Names

Walid Durani (Preferred)

Emails

****@dbs.ifi.lmu.de (Confirmed)

Personal Links

Career & Education History

PhD student

DBS, Ludwig-Maximilians-Universität München (dbs.ifi.lmu.de)

2021 – 2025

Advisors, Relations & Conflicts

Coauthor

Dominik Mautz

Present

Coauthor

2021 – Present

PhD Advisor

Christian Böhm

2021 – Present

Coworker

2021 – Present

Expertise

outlier detection

Present

clustering

Present

unsupervised learning

Present

Publications

Anomaly Detection by an Ensemble of Random Pairs of Hyperspheres
Walid Durani, Collin Leiber, Khalid Durani, Claudia Plant, Christian Böhm
- NeurIPS 2025 poster
- Readers: Everyone
SHADE: Deep Density-based Clustering
Anna Beer, Pascal Weber, Lukas Miklautz, Collin Leiber, Walid Durani, Christian Böhm, Claudia Plant
- OpenReview Archive Direct Upload
- Readers: Everyone
Weakly Supervised Anomaly Detection via Dual-Tailed Kernel
Walid Durani, Tobias Nitzl, Claudia Plant, Christian Böhm
- ICML 2025 poster
- Readers: Everyone
DMDHC: Discovery of Multi-Density Hierarchical Cluster Structures
Walid Durani, Dominik Mautz, Claudia Plant, Christian Böhm
- SDM 2025
- Readers: Everyone
Going Offline: An Evaluation of the Offline Phase in Stream Clustering
Philipp Jahn, Walid Durani, Collin Leiber, Anna Beer, Thomas Seidl
- ECML/PKDD (7) 2025
- Readers: Everyone
SHADE: Deep Density-based Clustering
Anna Beer, Pascal Weber, Lukas Miklautz, Collin Leiber, Walid Durani, Christian Böhm, Claudia Plant
- ICDM 2024
- Readers: Everyone
Deep Clustering With Consensus Representations
Lukas Miklautz, Martin Teuffenbach, Pascal Weber, Rona Perjuci, Walid Durani, Christian Böhm, Claudia Plant
- 2022 (modified: 19 Jan 2023)
- CoRR 2022
- Readers: Everyone
DBHD: Density-based clustering for highly varying density
Walid Durani, Dominik Mautz, Claudia Plant, Christian Böhm
- Published: 01 Jan 2022, Last Modified: 10 Nov 2023
- ICDM 2022
- Readers: Everyone
Deep Clustering With Consensus Representations
Lukas Miklautz, Martin Teuffenbach, Pascal Weber, Rona Perjuci, Walid Durani, Christian Böhm, Claudia Plant
- Published: 01 Jan 2022, Last Modified: 10 Nov 2023
- ICDM 2022
- Readers: Everyone

Co-Authors