Poster "reproducing kernel hilbert space" Papers

12 papers found

Doubly-Robust Estimation of Counterfactual Policy Mean Embeddings

Houssam Zenati, Bariscan Bozkurt, Arthur Gretton

NEURIPS 2025arXiv:2506.02793
1
citations

Dynamic Regret Reduces to Kernelized Static Regret

Andrew Jacobsen, Alessandro Rudi, Francesco Orabona et al.

NEURIPS 2025arXiv:2507.05478
2
citations

Generalization Bounds and Model Complexity for Kolmogorov–Arnold Networks

Xianyang Zhang, Huijuan Zhou

ICLR 2025arXiv:2410.08026
7
citations

Inverse Methods for Missing Data Imputation

Hao Wang, zhengnan li, Zhichao Chen et al.

NEURIPS 2025

ProKeR: A Kernel Perspective on Few-Shot Adaptation of Large Vision-Language Models

Yassir Bendou, Amine Ouasfi, Vincent Gripon et al.

CVPR 2025arXiv:2501.11175
8
citations

Residual Kernel Policy Network: Enhancing Stability and Robustness in RKHS-Based Reinforcement Learning

Yixian Zhang, Huaze Tang, Huijing Lin et al.

ICLR 2025
1
citations

Support Vector Generation: Kernelizing Large Language Models for Efficient Zero‑Shot NLP

Shohei Ohsawa

NEURIPS 2025

Adaptive Learning of Density Ratios in RKHS

Werner Zellinger, Stefan Kindermann, Sergei V. Pereverzyev

ICML 2024arXiv:2307.16164
7
citations

Correspondence-Free SE(3) Point Cloud Registration in RKHS via Unsupervised Equivariant Learning

Ray Zhang, Zheming Zhou, Min Sun et al.

ECCV 2024arXiv:2407.20223
5
citations

Kernel Semi-Implicit Variational Inference

Ziheng Cheng, Longlin Yu, Tianyu Xie et al.

ICML 2024arXiv:2405.18997
8
citations

On Hypothesis Transfer Learning of Functional Linear Models

Haotian Lin, Matthew Reimherr

ICML 2024arXiv:2206.04277
8
citations

Optimal Kernel Choice for Score Function-based Causal Discovery

Wenjie Wang, Biwei Huang, Feng Liu et al.

ICML 2024arXiv:2407.10132
4
citations