Johanni Brea
7 papers · 2011–2024 · 2 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Bronze π Academic Marathon Β· Half πΊοΈ Taxonomy Completionist (23) π£ Hot Topic Early Bird π Conference Polyglot Β· Bronze
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Trend Setter
Venues
Top co-authors
Research topics
Deep Learning
(7)
Machine Learning
(7)
Architectures
(6)
Artificial Intelligence
(5)
Core AI
(5)
Core Methods
(4)
Learning Types Β· Deep Learning
(3)
Optimization & Theory
(3)
Interdisciplinary
(2)
Science
(2)
Reinforcement Learning
(1)
Application Areas
(1)
Bayesian & Probabilistic
(1)
Learning Types Β· Machine Learning
(1)
Methods
(1)
Keywords
spiking neural network
(2)
neural network
(2)
online learning
(1)
knowledge distillation
(1)
loss landscape
(1)
kernel classification
(1)
model-based reinforcement learning
(1)
probabilistic model
(1)
neural activity
(1)
sequence learning
(1)
spiking networks
(1)
identifiability
(1)
associative memory
(1)
pattern storage
(1)
spike-timing-dependent plasticity
(1)
probabilistic modeling
(1)
hopfield network
(1)
recurrent neural network
(1)
synaptic weight
(1)
state abstraction
(1)
Papers
Expand-and-Cluster: Parameter Recovery of Neural Networks
ICML 2024
Should Under-parameterized Student Networks Copy or Average Teacher Weights?
NeurIPS 2023
Kernel Memory Networks: A Unifying Framework for Memory Modeling
NeurIPS 2022
Fitting summary statistics of neural data with a differentiable spiking network simulator
NeurIPS 2021
Geometry of the Loss Landscape in Overparameterized Neural Networks: Symmetries and Invariances
ICML 2021
Efficient Model-Based Deep Reinforcement Learning with Variational State Tabulation
ICML 2018
Sequence learning with hidden units in spiking neural networks
NeurIPS 2011