Gabriele Abbati
4 papers · 2018–2020 · 4 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (4) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (10) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird
🐝
Cross-Pollinator
(15)
Conferences
AAAI (1)
AISTATS (1)
ICML (1)
NIPS (1)
Top co-authors
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
On the Fairness of Disentangled Representations
NIPS 2019
AReS and MaRS Adversarial and MMD-Minimizing Regression for SDEs
ICML 2019
AdaGeo: Adaptive Geometric Learning for Optimization and Sampling
AISTATS 2018