Federico Tomasi
5 papers · 2018–2024 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (4) π Academic Marathon (6) π£ Hot Topic Early Bird π Cross-Pollinator (10)
πΊοΈ
Taxonomy Completionist
(11)
π§
Keyword Pioneer
Conferences
UAI (2)
ICLR (1)
MLHC (1)
PGM (1)
Top co-authors
Keywords
variational inference
(2)
convex optimization
(1)
temporal dynamics
(1)
gaussian process
(1)
time series
(1)
importance sampling
(1)
network inference
(1)
multiple kernel learning
(1)
forward-backward splitting
(1)
amortized inference
(1)
multivariate time series
(1)
gaussian graphical model
(1)
convergence rate
(1)
neural recording
(1)
frequency band
(1)
dynamic topic modeling
(1)
correlated topic model
(1)
word correlation
(1)
stochastic optimization
(1)
epilepsy localization
(1)
Papers
In-context Exploration-Exploitation for Reinforcement Learning
ICLR 2024
Efficient inference for dynamic topic modeling with large vocabularies
UAI 2022
Stochastic Variational Inference for Dynamic Correlated Topic Models
UAI 2020
Multi-task multiple kernel learning reveals relevant frequency bands for critical areas localization in focal epilepsy
MLHC 2018
Forward-Backward Splitting for Time-Varying Graphical Models
PGM 2018