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ORCIDAhmed Frikha 0002
Person information
- affiliation: Huawei Munich Research Center, Germany
- affiliation (PhD 2022): Ludwig Maximilian University of Munich, Germany
- affiliation (former): Siemens, Germany
Other persons with the same name
- Ahmed Frikha 0001 — IRISA, University of Rennes 1, France
- Ahmed Frikha 0003
![[0000-0001-9772-853X]](https://dblp.uni-trier.de/img/orcid-mark.12x12.png "0000-0001-9772-853X")
— Institut supérieur de gestion industrielle de Sfax, Sfax, Tunisia
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2020 – today
- 2024
[c6]Krishna Kanth Nakka, Ahmed Frikha, Ricardo Mendes, Xue Jiang, Xuebing Zhou:
Federated Hyperparameter Optimization through Reward-Based Strategies: Challenges and Insights. CVPR Workshops 2024: 4236-4244- [i9]Krishna Kanth Nakka, Ahmed Frikha, Ricardo Mendes, Xue Jiang, Xuebing Zhou:
PII-Compass: Guiding LLM training data extraction prompts towards the target PII via grounding. CoRR abs/2407.02943 (2024) - [i8]Ahmed Frikha, Nassim Walha, Krishna Kanth Nakka, Ricardo Mendes, Xue Jiang, Xuebing Zhou:
IncogniText: Privacy-enhancing Conditional Text Anonymization via LLM-based Private Attribute Randomization. CoRR abs/2407.02956 (2024) - [i7]Ahmed Frikha, Nassim Walha, Ricardo Mendes, Krishna Kanth Nakka, Xue Jiang, Xuebing Zhou:
ObfuscaTune: Obfuscated Offsite Fine-tuning and Inference of Proprietary LLMs on Private Datasets. CoRR abs/2407.02960 (2024) - 2023
- [c5]Haokun Chen, Ahmed Frikha, Denis Krompass, Jindong Gu, Volker Tresp:
FRAug: Tackling Federated Learning with Non-IID Features via Representation Augmentation. ICCV 2023: 4826-4836 - 2022
- [b1]Ahmed Frikha:
Deep knowledge transfer for generalization across tasks and domains under data scarcity: on intersections of anomaly detection, few-shot learning, continual learning, domain generalization and data-free learning. Ludwig Maximilian University of Munich, Germany, 2022 - [c4]Ahmed Frikha, Haokun Chen, Denis Krompaß, Thomas A. Runkler, Volker Tresp:
Towards Data-Free Domain Generalization. ACML 2022: 327-342 - [c3]Ahmed Frikha, Denis Krompaß, Volker Tresp:
Discovery of New Multi-Level Features for Domain Generalization via Knowledge Corruption. ICPR 2022: 1871-187 - [i6]Haokun Chen, Ahmed Frikha, Denis Krompass, Volker Tresp:
FRAug: Tackling Federated Learning with Non-IID Features via Representation Augmentation. CoRR abs/2205.14900 (2022) - [i5]Yao Zhang, Haokun Chen, Ahmed Frikha, Yezi Yang, Denis Krompass, Gengyuan Zhang, Jindong Gu, Volker Tresp:
CL-CrossVQA: A Continual Learning Benchmark for Cross-Domain Visual Question Answering. CoRR abs/2211.10567 (2022) - 2021
- [c2]Ahmed Frikha, Denis Krompaß, Hans-Georg Köpken, Volker Tresp:
Few-Shot One-Class Classification via Meta-Learning. AAAI 2021: 7448-7456 - [i4]Ahmed Frikha, Denis Krompaß, Volker Tresp:
COLUMBUS: Automated Discovery of New Multi-Level Features for Domain Generalization via Knowledge Corruption. CoRR abs/2109.04320 (2021) - [i3]Ahmed Frikha, Haokun Chen, Denis Krompaß, Thomas A. Runkler, Volker Tresp:
Towards Data-Free Domain Generalization. CoRR abs/2110.04545 (2021) - 2020
- [c1]Ahmed Frikha, Denis Krompaß, Volker Tresp:
ARCADe: A Rapid Continual Anomaly Detector. ICPR 2020: 10449-10456 - [i2]Ahmed Frikha, Denis Krompaß, Hans-Georg Köpken, Volker Tresp:
Few-Shot One-Class Classification via Meta-Learning. CoRR abs/2007.04146 (2020) - [i1]Ahmed Frikha, Denis Krompaß, Volker Tresp:
ARCADe: A Rapid Continual Anomaly Detector. CoRR abs/2008.04042 (2020)
Coauthor Index
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