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Allen-Jasmin Farcas
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2020 – today
- 2024
- [c8]Allen-Jasmin Farcas, Myungjin Lee, Ali Payani, Hugo Latapie, Ramana Rao Kompella, Radu Marculescu:
CHESSFL: Clustering Hierarchical Embeddings for Semi-Supervised Federated Learning. IoTDI 2024: 122-133 - [c7]Allen-Jasmin Farcas, Geffen Cooper, Hyun Joon Song, Afnan Mir, Vincent Liew, Chloe Tang, Prithvi Senthilkumar, Tiani Chen-Troester, Radu Marculescu:
Demo Abstract: Online Training and Inference for On-Device Monocular Depth Estimation. IoTDI 2024: 221-222 - 2023
- [j2]Allen-Jasmin Farcas
, Radu Marculescu
Teaching Edge AI at the Undergraduate Level: A Hardware-Software Co-Design Approach. Computer 56(11): 30-38 (2023) - [c6]Allen-Jasmin Farcas
MOHAWK: Mobility and Heterogeneity-Aware Dynamic Community Selection for Hierarchical Federated Learning. IoTDI 2023: 249-261 - [c5]Allen-Jasmin Farcas
Demo Abstract: A Hardware Prototype Targeting Federated Learning with User Mobility and Device Heterogeneity. IoTDI 2023: 486-487 - 2022
- [j1]A. Alper Goksoy
DAS: Dynamic Adaptive Scheduling for Energy-Efficient Heterogeneous SoCs. IEEE Embed. Syst. Lett. 14(1): 51-54 (2022) - [c4]Allen-Jasmin Farcas, Xiaohan Chen, Zhangyang Wang, Radu Marculescu:
Model elasticity for hardware heterogeneity in federated learning systems. FedEdge@MobiCom 2022: 19-24 - [c3]Daniel W. Bliss, Tutu Ajayi, Ali Akoglu
Enabling Software-Defined RF Convergence with a Novel Coarse-Scale Heterogeneous Processor. ISCAS 2022: 443-447 - 2021
- [i1]A. Alper Goksoy, Anish Krishnakumar, Md Sahil Hassan, Allen-Jasmin Farcas, Ali Akoglu, Radu Marculescu, Ümit Y. Ogras:
DAS: Dynamic Adaptive Scheduling for Energy-Efficient Heterogeneous SoCs. CoRR abs/2109.11069 (2021) - 2020
- [c2]Allen-Jasmin Farcas, Guihong Li, Kartikeya Bhardwaj, Radu Marculescu:
A Hardware Prototype Targeting Distributed Deep Learning for On-device Inference. CVPR Workshops 2020: 1600-1601
2010 – 2019
- 2019
- [c1]Sorin Liviu Jurj
Mobile application for receipt fraud detection based on optical character recognition. ICMV 2019: 114330A
Coauthor Index
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