Get our free extension to see links to code for papers anywhere online!

Chrome logo  Add to Chrome

Firefox logo Add to Firefox
Picture for Robert Birke

Robert Birke
Alert button

Model-Agnostic Federated Learning


Mar 08, 2023
Gianluca Mittone, Walter Riviera, Iacopo Colonnelli, Robert Birke, Marco Aldinucci

Add code
Alert button

Figure 1 for Model-Agnostic Federated Learning
Figure 2 for Model-Agnostic Federated Learning
Figure 3 for Model-Agnostic Federated Learning
Figure 4 for Model-Agnostic Federated Learning

   Access Paper or Ask Questions
  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Experimenting with Emerging ARM and RISC-V Systems for Decentralised Machine Learning


Feb 15, 2023
Gianluca Mittone, Nicolò Tonci, Robert Birke, Iacopo Colonnelli, Doriana Medić, Andrea Bartolini, Roberto Esposito, Emanuele Parisi, Francesco Beneventi, Mirko Polato, Massimo Torquati, Luca Benini, Marco Aldinucci

Add code
Alert button

Figure 1 for Experimenting with Emerging ARM and RISC-V Systems for Decentralised Machine Learning
Figure 2 for Experimenting with Emerging ARM and RISC-V Systems for Decentralised Machine Learning
Figure 3 for Experimenting with Emerging ARM and RISC-V Systems for Decentralised Machine Learning
Figure 4 for Experimenting with Emerging ARM and RISC-V Systems for Decentralised Machine Learning

   Access Paper or Ask Questions
  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Permutation-Invariant Tabular Data Synthesis


Nov 17, 2022
Yujin Zhu, Zilong Zhao, Robert Birke, Lydia Y. Chen

Add code
Alert button

Figure 1 for Permutation-Invariant Tabular Data Synthesis
Figure 2 for Permutation-Invariant Tabular Data Synthesis
Figure 3 for Permutation-Invariant Tabular Data Synthesis
Figure 4 for Permutation-Invariant Tabular Data Synthesis
* Paper is accepted in 2022 IEEE International Conference Big Data in Special Session Privacy and Security of Big Data (PSBD) 
   Access Paper or Ask Questions
  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

FCT-GAN: Enhancing Table Synthesis via Fourier Transform


Oct 12, 2022
Zilong Zhao, Robert Birke, Lydia Y. Chen

Add code
Alert button

Figure 1 for FCT-GAN: Enhancing Table Synthesis via Fourier Transform
Figure 2 for FCT-GAN: Enhancing Table Synthesis via Fourier Transform
Figure 3 for FCT-GAN: Enhancing Table Synthesis via Fourier Transform
Figure 4 for FCT-GAN: Enhancing Table Synthesis via Fourier Transform

   Access Paper or Ask Questions
  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

CTAB-GAN+: Enhancing Tabular Data Synthesis


Apr 01, 2022
Zilong Zhao, Aditya Kunar, Robert Birke, Lydia Y. Chen

Add code
Alert button

Figure 1 for CTAB-GAN+: Enhancing Tabular Data Synthesis
Figure 2 for CTAB-GAN+: Enhancing Tabular Data Synthesis
Figure 3 for CTAB-GAN+: Enhancing Tabular Data Synthesis
Figure 4 for CTAB-GAN+: Enhancing Tabular Data Synthesis
* arXiv admin note: substantial text overlap with arXiv:2102.08369, arXiv:2108.10064 
   Access Paper or Ask Questions
  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Fed-TGAN: Federated Learning Framework for Synthesizing Tabular Data


Aug 18, 2021
Zilong Zhao, Robert Birke, Aditya Kunar, Lydia Y. Chen

Add code
Alert button

Figure 1 for Fed-TGAN: Federated Learning Framework for Synthesizing Tabular Data
Figure 2 for Fed-TGAN: Federated Learning Framework for Synthesizing Tabular Data
Figure 3 for Fed-TGAN: Federated Learning Framework for Synthesizing Tabular Data
Figure 4 for Fed-TGAN: Federated Learning Framework for Synthesizing Tabular Data

   Access Paper or Ask Questions
  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Multi-Label Gold Asymmetric Loss Correction with Single-Label Regulators


Aug 04, 2021
Cosmin Octavian Pene, Amirmasoud Ghiassi, Taraneh Younesian, Robert Birke, Lydia Y. Chen

Add code
Alert button

Figure 1 for Multi-Label Gold Asymmetric Loss Correction with Single-Label Regulators
Figure 2 for Multi-Label Gold Asymmetric Loss Correction with Single-Label Regulators
Figure 3 for Multi-Label Gold Asymmetric Loss Correction with Single-Label Regulators
Figure 4 for Multi-Label Gold Asymmetric Loss Correction with Single-Label Regulators

   Access Paper or Ask Questions
  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

DTGAN: Differential Private Training for Tabular GANs


Aug 02, 2021
Aditya Kunar, Robert Birke, Zilong Zhao, Lydia Chen

Add code
Alert button

Figure 1 for DTGAN: Differential Private Training for Tabular GANs
Figure 2 for DTGAN: Differential Private Training for Tabular GANs
Figure 3 for DTGAN: Differential Private Training for Tabular GANs
Figure 4 for DTGAN: Differential Private Training for Tabular GANs
* 16 pages, 4 figures and 5 tables, submitted to the ACML 2021 conference 
   Access Paper or Ask Questions
  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email
1
2
>>