Nicolo Fusi
11 papers · 2018–2024 · 6 conferences · across top CS/AI conferences
Achievements
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🐝 Cross-Pollinator (11) 🌍 Conference Polyglot (6) 🏃 Academic Marathon (6) 🧭 Keyword Pioneer 🌈 Renaissance Researcher (5)
🏃
Academic Marathon
(6)
🐝
Cross-Pollinator
(11)
🌈
Renaissance Researcher
(5)
💎
Century Club
(11)
🔥
Unstoppable
(5)
📈
Trend Setter
Conferences
NIPS (4)
AISTATS (2)
ICML (2)
ECCV (1)
ICLR (1)
MIDL (1)
Top co-authors
Keywords
bayesian optimization
(2)
domain adaptation
(2)
stochastic gradient
(1)
variational inference
(1)
transfer learning
(1)
gaussian process
(1)
uncertainty quantification
(1)
probability distribution
(1)
object detection
(1)
optimal transport
(1)
neural architecture search
(1)
model adaptation
(1)
hyperparameter optimization
(1)
time series
(1)
few-shot learning
(1)
probabilistic matrix factorization
(1)
unsupervised learning
(1)
hyperparameter tuning
(1)
gaussian process prior
(1)
meta learning
(1)
Papers
Tag-LLM: Repurposing General-Purpose LLMs for Specialized Domains
ICML 2024
Considerations for data acquisition and modeling strategies: Mitosis detection in computational pathology
MIDL 2023
Bayesian Optimization Over Iterative Learners with Structured Responses: A Budget-aware Planning Approach
AISTATS 2023
LANA: Latency Aware Network Acceleration
ECCV 2022
Rapid Model Architecture Adaption for Meta-Learning
NIPS 2022
Initialization and Regularization of Factorized Neural Layers
ICLR 2021
Dataset Dynamics via Gradient Flows in Probability Space
ICML 2021
Differentiable Feature Selection by Discrete Relaxation
AISTATS 2020
Geometric Dataset Distances via Optimal Transport
NIPS 2020
Probabilistic Matrix Factorization for Automated Machine Learning
NIPS 2018
Gaussian Process Prior Variational Autoencoders
NIPS 2018