Publications (Google Scholar)

Federated Multiple Label Hashing (FedMLH): Communication Efficient Federated Learning on Extreme Classification Tasks
Zhenwei Dai, Chen Dun, Yuxin Tang, Anshumali Shrivastava.
In Submission

Active Sampling Count Sketch (ASCS) for Online Sparse Estimation of a Trillion Scale Covariance Matrix
Zhenwei Dai, Aditya Desai, Reinhard Heckel, Anshumali Shrivastava.
In Proceedings of the International Conference on Management of Data. ACM SIGMOD 2021. Paper Link

Adaptive Learned Bloom Filter (Ada-BF): Efficient Utilization of the Classifier with Application to Real-Time Information Filtering on the Web
Zhenwei Dai, Anshumali Shrivastava.
In Proceedings of 34th Conference on Neural Information Processing Systems. NeurIPS 2020. Paper Link

Channel Normalization in Convolutional Neural Network avoids Vanishing Gradients
Zhenwei Dai, Reinhard Heckel.
ICML 2019 Deep Phenomena Workshop. Paper Link