NeurIPS 2022 Workshop on Score-Based Methods Yingzhen Li, Yang Song, Valentin De Bortoli, Francois-Xavier Briol, Wenbo Gong, Alexia Jolicoeur-Martineau, Arash Vahdat Panelist: Rianne van den Berg Saturday, December 3, 2022 08:15 –17:00 Workshop I Can’t Believe It’s Not Better: Un...
Extensive empirical results show that Fed-FA outperforms all the parameter distance-based methods in defending against backdoor attacks among various natural language backdoor attack scenarios. abstractTranslation: 联邦学习算法使神经网络模型能够在多个分散的边缘设备上进行训练,而无需共享私有数据。然而,它们...
We introduce a lightweight pre-trained scorer, Cappy, based on continual pre-training on top of RoBERTa with merely 360 million parameters. Cappy takes in an instruction and a candidate response as input, and produces a score between 0 and 1, indicating an estimated correctness of the response...
generative-models diffusion-models neurips-2020 score-matching score-based-generative-modeling Updated Jun 12, 2021 Python THUDM / GRAND Star 206 Code Issues Pull requests Source code and dataset of the NeurIPS 2020 paper "Graph Random Neural Network for Semi-Supervised Learning on Graphs" gr...
RBC methods are based on a set of predefined rules to control the system. Make your first submission using this example. 💾 Dataset The 17-building dataset is split into training, validation and test portions. During the competition, participants will be provided with the dataset of 5/17 ...
(RWSADMM). RWSADMM capitalizes on the server's random movement toward clients and formulates local proximity among their adjacent clients based on hard inequality constraints rather than requiring consensus updates or introducing bias via regularization methods. To mitigate the computational burden on ...
Monday, December 5, 2022 13:00–15:30Tutorial Algorithmic Fairness at the Intersection Golnoosh Farnadi,Q.VeraLiao,Elliot Creager Friday, December 9, 2022 07:00–14:00Workshop NeurIPS 2022 Workshop Virtual Proposal: HCAI@NeurIPS 2022, Human Centered AI ...
In addition, based on the proposed dataset and tasks, we hosted a competition in the KDD CUP 2023 aicrowd.com/challenges/ and have attracted thousands of users and submissions. The winning solutions and the associated workshop can be accessed at our website~kddcup23.github.io/. 19. ...
从投稿量来看，NeurIPS的投稿量从2016年开始出现大幅上升，而且是近乎指数的上升，2022年成功突破10000篇，...
Existing PFL methods are inherently based on the idea that the relations between the generic global and personalized local models are captured by the similarity of model weights. Such a similarity is primarily based on either partitioning the model architecture into generic versus personalized components...