Weak-to-Strong Generalization beyond Accuracy: a Pilot Study in Safety, Toxicity, and Legal Reasoningby Ruimeng Ye,…
Conjunction Subspaces Test for Conformal and Selective Classificationby Zengyou He, Zerun Li, Junjie Dong, Xinying…
Sharpness-Aware Black-Box Optimizationby Feiyang Ye, Yueming Lyu, Xuehao Wang, Masashi Sugiyama, Yu Zhang, Ivor TsangFirst…
Irregularity-Informed Time Series Analysis: Adaptive Modelling of Spatial and Temporal Dynamicsby Liangwei Nathan Zheng, Zhengyang…
Geometric Inductive Biases of Deep Networks: The Role of Data and Architectureby Sajad Movahedi, Antonio…
A Survey on Deep Tabular Learningby Shriyank Somvanshi, Subasish Das, Syed Aaqib Javed, Gian Antariksa,…
Scaling Laws for Post Training Quantized Large Language Modelsby Zifei Xu, Alexander Lan, Wanzin Yazar,…
On Rank-Dependent Generalisation Error Bounds for Transformersby Lan V. TruongFirst submitted to arxiv on: 15…
Offline Model-Based Optimization by Learning to Rankby Rong-Xi Tan, Ke Xue, Shen-Huan Lyu, Haopu Shang,…
The Best of Both Worlds: On the Dilemma of Out-of-distribution Detectionby Qingyang Zhang, Qiuxuan Feng,…