"neural networks" Papers
8 papers found
Cauchy-Schwarz Regularizers
Sueda Taner, Ziyi Wang, Christoph Studer
ICLR 2025posterarXiv:2503.01639
Benign Overfitting in Adversarial Training of Neural Networks
Yunjuan Wang, Kaibo Zhang, Raman Arora
ICML 2024poster
Distributionally Robust Data Valuation
Xiaoqiang Lin, Xinyi Xu, Zhaoxuan Wu et al.
ICML 2024poster
FairProof : Confidential and Certifiable Fairness for Neural Networks
Chhavi Yadav, Amrita Roy Chowdhury, Dan Boneh et al.
ICML 2024poster
Learning to Continually Learn with the Bayesian Principle
Soochan Lee, Hyeonseong Jeon, Jaehyeon Son et al.
ICML 2024poster
Local vs. Global Interpretability: A Computational Complexity Perspective
Shahaf Bassan, Guy Amir, Guy Katz
ICML 2024spotlight
Position: $C^*$-Algebraic Machine Learning $-$ Moving in a New Direction
Yuka Hashimoto, Masahiro Ikeda, Hachem Kadri
ICML 2024poster
Probabilistic Neural Circuits
Pedro Zuidberg Dos Martires
AAAI 2024paperarXiv:2403.06235
7
citations