PAC-Bayesian Domain Adaptation Bounds for Multiclass Learners

PAC-Bayesian Domain Adaptation Bounds for Multiclass Learners

12 July 2022

Anthony Sicilia

Katherine Atwell

Malihe Alikhani

Seong Jae Hwang

Papers citing "PAC-Bayesian Domain Adaptation Bounds for Multiclass Learners"

11 / 11 papers shown

Title
Your Data Is Not Perfect: Towards Cross-Domain Out-of-Distribution Detection in Class-Imbalanced Data Xiang Fang Arvind Easwaran B. Genest Ponnuthurai Nagaratnam Suganthan 78 14 0 09 Dec 2024
FedHPL: Efficient Heterogeneous Federated Learning with Prompt Tuning and Logit Distillation Yuting Ma Lechao Cheng Yaxiong Wang Zhun Zhong Xiaohua Xu Meng Wang FedML 27 4 0 27 May 2024
Few-shot Adaptation of Multi-modal Foundation Models: A Survey Fan Liu Tianshu Zhang Wenwen Dai Wenwen Cai Wenwen Cai Xiaocong Zhou Delong Chen VLM OffRL 20 22 0 03 Jan 2024
PAC-Bayesian Domain Adaptation Bounds for Multi-view learning Mehdi Hennequin K. Benabdeslem H. Elghazel 19 0 0 02 Jan 2024
Bayesian Transfer Learning Piotr M. Suder Jason Xu David B. Dunson 23 5 0 20 Dec 2023
LEATHER: A Framework for Learning to Generate Human-like Text in Dialogue Anthony Sicilia Malihe Alikhani 27 4 0 14 Oct 2022
Modeling Non-Cooperative Dialogue: Theoretical and Empirical Insights Anthony Sicilia Tristan D. Maidment Pat Healy Malihe Alikhani 4 3 0 15 Jul 2022
Deep Domain-Adversarial Image Generation for Domain Generalisation Kaiyang Zhou Yongxin Yang Timothy M. Hospedales Tao Xiang OOD 204 402 0 12 Mar 2020
On Large-Batch Training for Deep Learning: Generalization Gap and Sharp Minima N. Keskar Dheevatsa Mudigere J. Nocedal M. Smelyanskiy P. T. P. Tang ODL 273 2,878 0 15 Sep 2016
Domain Adaptation: Learning Bounds and Algorithms Yishay Mansour M. Mohri Afshin Rostamizadeh 179 786 0 19 Feb 2009
Pac-Bayesian Supervised Classification: The Thermodynamics of Statistical Learning O. Catoni 135 451 0 03 Dec 2007