Giacomo Meanti
6 papers · 2020–2025 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
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Academic Marathon · Sprint
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
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Research topics
Machine Learning
(6)
Core Methods
(5)
Mathematics & Optimization
(3)
Optimization & Theory · Machine Learning
(3)
Computer Vision
(2)
Deep Learning
(2)
Application Areas
(2)
Optimization
(2)
Analysis
(1)
Generation
(1)
Learning Types
(1)
Mathematics
(1)
Models
(1)
Optimization & Theory · Deep Learning
(1)
Processing
(1)
Keywords
random projection
(2)
nonparametric learning
(2)
kernel methods
(2)
image reconstruction
(1)
scene reconstruction
(1)
neural rendering
(1)
large-scale learning
(1)
multi-class classification
(1)
kernel ridge regression
(1)
image deblurring
(1)
margin theory
(1)
hyperparameter tuning
(1)
nyström approximation
(1)
margin condition
(1)
numerical linear algebra
(1)
dynamic scene
(1)
dynamical system
(1)
inverse problem
(1)
bias-variance tradeoff
(1)
molecular dynamics
(1)
Papers
Unsupervised Imaging Inverse Problems with Diffusion Distribution Matching
ICCV 2025
Estimating Koopman operators with sketching to provably learn large scale dynamical systems
NeurIPS 2023
K-Planes: Explicit Radiance Fields in Space, Time, and Appearance
CVPR 2023
Efficient Hyperparameter Tuning for Large Scale Kernel Ridge Regression
AISTATS 2022
Multiclass learning with margin: exponential rates with no bias-variance trade-off
ICML 2022
Kernel Methods Through the Roof: Handling Billions of Points Efficiently
NeurIPS 2020