Marco Canini
King Abdullah University of Science and Technology
H-index: 42
Asia-Saudi Arabia
Top articles of Marco Canini
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Practical Insights into Knowledge Distillation for Pre-Trained Models | arXiv preprint arXiv:2402.14922 | Norah Alballa Marco Canini | 2024/2/22 |
Flashback: Understanding and Mitigating Forgetting in Federated Learning | arXiv preprint arXiv:2402.05558 | Mohammed Aljahdali Ahmed M Abdelmoniem Marco Canini Samuel Horváth | 2024/2/8 |
Global-QSGD: Practical Floatless Quantization for Distributed Learning with Theoretical Guarantees | arXiv preprint arXiv:2305.18627 | Jihao Xin Marco Canini Peter Richtárik Samuel Horváth | 2023/5/29 |
A comprehensive empirical study of heterogeneity in federated learning | IEEE Internet of Things Journal | Ahmed M Abdelmoniem Chen-Yu Ho Pantelis Papageorgiou Marco Canini | 2023/3/7 |
On Detecting Biased Predictions with Post-hoc Explanation Methods | Matteo Ruggeri Alice Dethise Marco Canini | 2023/12/8 | |
A First Look at the Impact of Distillation Hyper-Parameters in Federated Knowledge Distillation | Norah Alballa Marco Canini | 2023/5/8 | |
FilFL: Client filtering for optimized client participation in federated learning | arXiv preprint arXiv:2302.06599 | Fares Fourati Salma Kharrat Vaneet Aggarwal Mohamed-Slim Alouini Marco Canini | 2023/2/13 |
Kimad: Adaptive Gradient Compression with Bandwidth Awareness | Jihao Xin Ivan Ilin Shunkang Zhang Marco Canini Peter Richtárik | 2023/12/8 | |
Refl: Resource-efficient federated learning | Ahmed M Abdelmoniem Atal Narayan Sahu Marco Canini Suhaib A Fahmy | 2023/5/8 | |
Filfl: Accelerating federated learning via client filtering | Fares Fourati Salma Kharrat Vaneet Aggarwal Mohamed-Slim Alouini Marco Canini | 2023/2/13 | |
MicroView: Cloud-Native Observability with Temporal Precision | Alessandro Cornacchia Theophilus A Benson Muhammad Bilal Marco Canini | 2023/12/8 | |
With great freedom comes great opportunity: Rethinking resource allocation for serverless functions | Muhammad Bilal Marco Canini Rodrigo Fonseca Rodrigo Rodrigues | 2023/5/8 | |
{SAGE}: Software-based Attestation for {GPU} Execution | Andrei Ivanov Benjamin Rothenberger Arnaud Dethise Marco Canini Torsten Hoefler | 2023 | |
MicroView: observability with temporal precision | Alessandro Cornacchia Theophilus Benson Muhammad Bilal Marco Canini | 2023/10/24 | |
In-network aggregation with transport transparency for distributed training | Shuo Liu Qiaoling Wang Junyi Zhang Wenfei Wu Qinliang Lin | 2023/3/25 | |
TENSOR: Lightweight BGP Non-Stop Routing | Congcong Miao Yunming Xiao Marco Canini Ruiqiang Dai Shengli Zheng | 2023/9/10 | |
Renaissance: A self-stabilizing distributed SDN control plane using in-band communications | Journal of Computer and System Sciences | Marco Canini Iosif Salem Liron Schiff Elad M Schiller Stefan Schmid | 2022/8/1 |
Empirical analysis of federated learning in heterogeneous environments | Ahmed M Abdelmoniem Chen-Yu Ho Pantelis Papageorgiou Marco Canini | 2022/4/5 | |
Direct nonlinear acceleration | Operational Research | Marco Canini Peter Richtárik | 2022 |
Unlocking the power of inline {Floating-Point} operations on programmable switches | Yifan Yuan Omar Alama Jiawei Fei Jacob Nelson Dan RK Ports | 2022 |
Co-Authors
