Sergios Theodoridis
5 papers · 2019–2025 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
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Academic Marathon · Sprint
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(11)
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Hot Topic Early Bird
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Research topics
Keywords
self-supervised learning
(2)
sample efficiency
(1)
adversarial robustness
(1)
bayesian nonparametrics
(1)
bayesian inference
(1)
sparse representation
(1)
gaussian process
(1)
indian buffet process
(1)
mean squared error
(1)
stochastic variational inference
(1)
local competition
(1)
feature interaction
(1)
stick-breaking prior
(1)
masked autoencoder
(1)
multi-head attention
(1)
deep kernel
(1)
deep network
(1)
audio representation
(1)
audio spectrogram transformer
(1)
neural network
(1)
Papers
AxLSTMs: learning self-supervised audio representations with xLSTMs
Interspeech 2025
Masked Autoencoders with Multi-Window Local-Global Attention Are Better Audio Learners
ICLR 2024
Local Competition and Stochasticity for Adversarial Robustness in Deep Learning
AISTATS 2021
An Interpretable and Sample Efficient Deep Kernel for Gaussian Process
UAI 2020
Nonparametric Bayesian Deep Networks with Local Competition
ICML 2019