Best Paper Award

1. Bayesian-Nash-Incentive-Compatible Mechanism for Blockchain Transaction Fee Allocation
   Zishuo Zhao, Xi Chen, Yuan Zhou

Runner-up Award

1. FLock: Defending Malicious Behaviors in Federated Learning with Blockchain
   Nanqing Dong, Jiahao Sun, Zhipeng Wang, Shuoying Zhang, Shuhao Zheng
2. Scalable Collaborative Learning via Representation Sharing
   Frédéric Berdoz, Abhishek Singh, Martin Jaggi, Ramesh Raskar

All Accepted Papers

All accepted papers will have a poster presentation and a SlidesLive video. Please check our workshop page for more details: https://nips.cc/virtual/2022/workshop/50001.

1. A Blockchain Protocol for Human-in-the-Loop AI
   Nassim Dehouche, Richard Blythman
2. A Secure Aggregation for Federated Learning on Long-Tailed Data
   Yanna Jiang, Baihe Ma, Xu Wang, Guangsheng Yu, Caijun Sun, Wei Ni, Ren Ping Liu
3. Addressing bias in Face Detectors using Decentralised Data collection with incentives
   Ahan M R, Robin Lehmann, Richard Blythman
4. Bayesian-Nash-Incentive-Compatible Mechanism for Blockchain Transaction Fee Allocation
   Zishuo Zhao, Xi Chen, Yuan Zhou
5. Communication-efficient Decentralized Deep Learning
   Fateme Fotouhi, Aditya Balu, Zhanhong Jiang, Yasaman Esfandiari, Salman Jahani, Soumik Sarkar
6. FLock: Defending Malicious Behaviors in Federated Learning with Blockchain
   Nanqing Dong, Jiahao Sun, Zhipeng Wang, Shuoying Zhang, Shuhao Zheng
7. Incentivizing Intelligence: The Bittensor Approach
   Jacob Steeves, Ala Shaabana, Yuqian Hu, Francois Luus, Sin Tai Liu, Jacqueline Dawn Tasker-Steeves
8. Modulus: An Open Modular Design for Interoperable and Reusable Machine Learning
   Salvatore Vivona, Luca Vivona
9. Opportunities for Decentralized Technologies within AI Hubs
   Richard Blythman, Mohamed Arshath, Salvatore Vivona, Jakub Smékal, Hithesh Shaji
10. Scalable Collaborative Learning via Representation Sharing
    Frédéric Berdoz, Abhishek Singh, Martin Jaggi, Ramesh Raskar
11. Simulations for Open Science Token Communities: Designing the Knowledge Commons
    Shady El Damaty, Jakub Smékal