Giacomo Meanti
6 papers · 2020–2025 · 5 conferences · across top CS/AI conferences
Achievements
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๐ Interdisciplinary Bridge ๐งญ Keyword Pioneer ๐ Conference Polyglot (5) ๐ Academic Marathon (5) ๐ Cross-Pollinator (10)
๐บ๏ธ
Taxonomy Completionist
(18)
๐ฃ
Hot Topic Early Bird
Conferences
NIPS (2)
AISTATS (1)
CVPR (1)
ICCV (1)
ICML (1)
Top co-authors
Keywords
random projection
(2)
nonparametric learning
(2)
kernel methods
(2)
image reconstruction
(1)
scene reconstruction
(1)
neural rendering
(1)
multiclass classification
(1)
large-scale learning
(1)
kernel ridge regression
(1)
image deblurring
(1)
margin theory
(1)
hyperparameter tuning
(1)
nystrรถm approximation
(1)
margin condition
(1)
numerical linear algebra
(1)
dynamic scene
(1)
dynamical system
(1)
inverse problem
(1)
molecular dynamics
(1)
neural radiance field
(1)
Papers
Unsupervised Imaging Inverse Problems with Diffusion Distribution Matching
ICCV 2025
Estimating Koopman operators with sketching to provably learn large scale dynamical systems
NIPS 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
NIPS 2020