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,…
Meta-DT: Offline Meta-RL as Conditional Sequence Modeling with World Model Disentanglementby Zhi Wang, Li Zhang,…
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,…