Martin Rapp
4 papers · 2022–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Cross-Pollinator (5) π Renaissance Researcher (5)
πΊοΈ
Taxonomy Completionist
(13)
Conferences
AUTOML (2)
AAAI (1)
ICML (1)
Top co-authors
Keywords
federated learning
(1)
neural network training
(1)
distributed learning
(1)
distributed training
(1)
convolutional neural network
(1)
learning-augmented algorithm
(1)
competitive ratio
(1)
online scheduling
(1)
design space exploration
(1)
competitive algorithm
(1)
heterogeneous machine
(1)
speed-oblivious setting
(1)
resource-aware learning
(1)
filter dropout
(1)
heterogeneous system
(1)
unrelated machine
(1)
speed prediction
(1)
Papers
Frozen Layers: Memory-efficient Many-fidelity Hyperparameter Optimization
AUTOML 2025
\textttconfopt: A Library for Implementation and Evaluation of Gradient-based One-Shot NAS Methods
AUTOML 2025
Speed-Oblivious Online Scheduling: Knowing (Precise) Speeds is not Necessary
ICML 2023
DISTREAL: Distributed Resource-Aware Learning in Heterogeneous Systems
AAAI 2022