Cristina Savin
17 papers · 2011–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (10) π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (3)
πΊοΈ
Taxonomy Completionist
(10)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Keyword Champion
π
Trend Setter
π
Century Club
(17)
ποΈ
Keyword Collector
(87)
Conferences
NIPS (13)
ICLR (3)
JMLR (1)
Top co-authors
Keywords
bayesian inference
(3)
synaptic plasticity
(3)
neural network
(3)
neural population
(2)
representation learning
(2)
unsupervised learning
(2)
normative model
(2)
memory retrieval
(2)
recurrent neural network
(2)
biological plausibility
(2)
neural response
(2)
probabilistic inference
(2)
spiking neural network
(2)
neural encoding
(1)
population coding
(1)
probabilistic modeling
(1)
decision making
(1)
online learning
(1)
local learning
(1)
hebbian learning
(1)
Papers
Nonlinear multiregion neural dynamics with parametric impulse response communication channels
ICLR 2025
Complex priors and flexible inference in recurrent circuits with dendritic nonlinearities
ICLR 2024
Learning predictable and robust neural representations by straightening image sequences
NIPS 2024
A probabilistic framework for task-aligned intra- and inter-area neural manifold estimation
ICLR 2023
Formalizing locality for normative synaptic plasticity models
NIPS 2023
Impression learning: Online representation learning with synaptic plasticity
NIPS 2021
A sampling-based circuit for optimal decision making
NIPS 2021
Across-animal odor decoding by probabilistic manifold alignment
NIPS 2021
A Unified Framework of Online Learning Algorithms for Training Recurrent Neural Networks
JMLR 2020
Efficient estimation of neural tuning during naturalistic behavior
NIPS 2020
Learning efficient task-dependent representations with synaptic plasticity
NIPS 2020
Flexible information routing in neural populations through stochastic comodulation
NIPS 2019
Estimating Nonlinear Neural Response Functions using GP Priors and Kronecker Methods
NIPS 2016
Neurons Equipped with Intrinsic Plasticity Learn Stimulus Intensity Statistics
NIPS 2016
Spatio-temporal Representations of Uncertainty in Spiking Neural Networks
NIPS 2014
Correlations strike back (again): the case of associative memory retrieval
NIPS 2013
Two is better than one: distinct roles for familiarity and recollection in retrieving palimpsest memories
NIPS 2011