3 citations · 4 across the 4 of their papers we have counts for
4 papers
Implicit bias of SGD in -regularized linear DNNs: One-way jumps from high to low rank
Zihan Wang, Arthur Jacot
The -regularized loss of Deep Linear Networks (DLNs) with more than one hidden layers has multiple local minima, corresponding to matrices with different ranks. In tasks suc…
M^4I: Multi-modal Models Membership Inference
Pingyi Hu, Zihan Wang, Ruoxi Sun +2
With the development of machine learning techniques, the attention of research has been moved from single-modal learning to multi-modal learning, as real-world data exist in the fo…
Rethinking the Setting of Semi-supervised Learning on Graphs
Ziang Li, Ming Ding, Weikai Li +4
We argue that the present setting of semisupervised learning on graphs may result in unfair comparisons, due to its potential risk of over-tuning hyper-parameters for models. In th…
Dual Slot Selector via Local Reliability Verification for Dialogue State Tracking
Jinyu Guo, Kai Shuang, Jijie Li +1
The goal of dialogue state tracking (DST) is to predict the current dialogue state given all previous dialogue contexts. Existing approaches generally predict the dialogue state at…