Gabriele Abbati
4 papers · 2018–2020 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(10)
🐣
Hot Topic Early Bird
Venues
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Research topics
Keywords
gaussian process
(3)
stochastic gradient descent
(1)
metric learning
(1)
model selection
(1)
parameter estimation
(1)
machine learning fairness
(1)
markov chain monte carlo
(1)
parameter inference
(1)
maximum mean discrepancy
(1)
riemannian manifold
(1)
state inference
(1)
generative model
(1)
dynamical system
(1)
disentangled representation
(1)
stochastic differential equation
(1)
downstream task
(1)
ordinary differential equation
(1)
sensitive variable
(1)
adversarial inference
(1)
representation learning
(1)
Papers
ODIN: ODE-Informed Regression for Parameter and State Inference in Time-Continuous Dynamical Systems
AAAI 2020
AReS and MaRS Adversarial and MMD-Minimizing Regression for SDEs
ICML 2019
On the Fairness of Disentangled Representations
NeurIPS 2019
AdaGeo: Adaptive Geometric Learning for Optimization and Sampling
AISTATS 2018