Francesco Tonin
9 papers · 2023–2025 · 4 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓+1 more ↓ Show less ↑
🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (21) 🐣 Hot Topic Early Bird 🏆 Grand Slam
🗃️
Keyword Collector
(51)
Venues
Top co-authors
Research topics
Machine Learning
(9)
Core Methods
(5)
Deep Learning
(4)
Optimization & Theory
(4)
Mathematics & Optimization
(3)
Architectures
(3)
Artificial Intelligence
(2)
Application Areas
(2)
Optimization
(2)
Techniques
(2)
Data Science & Analytics
(1)
Applications
(1)
Core AI
(1)
Learning Paradigms
(1)
Learning Types
(1)
Keywords
kernel principal component analysis
(2)
kernel machine
(2)
singular value decomposition
(2)
transfer learning
(1)
model architecture
(1)
quantum computing
(1)
kernel pca
(1)
low-rank approximation
(1)
low-rank adaptation
(1)
gradient descent
(1)
feature mapping
(1)
sparse optimization
(1)
empirical evaluation
(1)
nyström method
(1)
data privacy
(1)
computational efficiency
(1)
alternating direction method of multiplier
(1)
parameter-efficient fine-tuning
(1)
embedding space
(1)
spectral clustering
(1)
Papers
Accelerating Spectral Clustering under Fairness Constraints
ICML 2025
Chameleon: A Flexible Data-mixing Framework for Language Model Pretraining and Finetuning
ICML 2025
Quantum-PEFT: Ultra parameter-efficient fine-tuning
ICLR 2025
Learning in Feature Spaces via Coupled Covariances: Asymmetric Kernel SVD and Nyström method
ICML 2024
Membership Inference Attacks against Large Vision-Language Models
NeurIPS 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
NeurIPS 2023