Francesco Tonin
9 papers · 2023–2025 · 4 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+2 more ↓ Show less ↑
๐ Conference Polyglot (4) ๐งญ Keyword Pioneer ๐ Cross-Pollinator (15) ๐ Interdisciplinary Bridge ๐บ๏ธ Taxonomy Completionist (16)
๐ฃ
Hot Topic Early Bird
๐
Grand Slam
Conferences
ICML (5)
NIPS (2)
AAAI (1)
ICLR (1)
Top co-authors
Keywords
kernel machine
(2)
kernel principal component analysis
(1)
model architecture
(1)
low-rank approximation
(1)
kernel pca
(1)
gradient descent
(1)
singular value decomposition
(1)
sparse optimization
(1)
data privacy
(1)
feature mapping
(1)
vision-language model
(1)
moreau envelope
(1)
graph convolutional network
(1)
membership inference attack
(1)
semi-supervised node classification
(1)
difference of convex optimization
(1)
model auditing
(1)
graph convolutional kernel
(1)
neighborhood propagation
(1)
training data detection
(1)
Papers
Quantum-PEFT: Ultra parameter-efficient fine-tuning
ICLR 2025
Chameleon: A Flexible Data-mixing Framework for Language Model Pretraining and Finetuning
ICML 2025
Accelerating Spectral Clustering under Fairness Constraints
ICML 2025
Learning in Feature Spaces via Coupled Covariances: Asymmetric Kernel SVD and Nystrรถm method
ICML 2024
Membership Inference Attacks against Large Vision-Language Models
NIPS 2024
Self-Attention through Kernel-Eigen Pair Sparse Variational Gaussian Processes
ICML 2024
Unsupervised Neighborhood Propagation Kernel Layers for Semi-supervised Node Classification
AAAI 2024
Extending Kernel PCA through Dualization: Sparsity, Robustness and Fast Algorithms
ICML 2023
Primal-Attention: Self-attention through Asymmetric Kernel SVD in Primal Representation
NIPS 2023