Anastasios Tefas

Affiliations
  • Artificial Intelligence and Information Analysis Laboratory, Aristotle University of Thessaloniki, Greece.

Publications (17)

Initializing photonic feed-forward neural networks using auxiliary tasks.

Neural networks : the official journal of the International Neural Network Society
Avec: Nikolaos Passalis , George Mourgias-Alexandris , Nikos Pleros , Anastasios Tefas

Training Lightweight Deep Convolutional Neural Networks Using Bag-of-Features Pooling.

IEEE transactions on neural networks and learning systems
Avec: Nikolaos Passalis , Anastasios Tefas

Unsupervised Knowledge Transfer Using Similarity Embeddings.

IEEE transactions on neural networks and learning systems
Avec: Nikolaos Passalis , Anastasios Tefas

Channel response-aware photonic neural network accelerators for high-speed inference through bandwidth-limited optics.

Optics express
Avec: G Mourgias-Alexandris , M Moralis-Pegios , A Tsakyridis , N Passalis , M Kirtas , A Tefas , T Rutirawut , F Y Gardes , N Pleros

Price Trailing for Financial Trading Using Deep Reinforcement Learning.

IEEE transactions on neural networks and learning systems
Avec: Avraam Tsantekidis , Nikolaos Passalis , Anastasia-Sotiria Toufa , Konstantinos Saitas-Zarkias , Stergios Chairistanidis , Anastasios Tefas

Quantization-aware training for low precision photonic neural networks.

Neural networks : the official journal of the International Neural Network Society
Avec: M Kirtas , A Oikonomou , N Passalis , G Mourgias-Alexandris , M Moralis-Pegios , N Pleros , A Tefas

High-performance end-to-end deep learning IM/DD link using optics-informed neural networks.

Optics express
Avec: Ioannis Roumpos , Lorenzo De Marinis , Manos Kirtas , Nikolaos Passalis , Anastasios Tefas , Giampiero Contestabile , Nikos Pleros , Miltiadis Moralis-Pegios , Konstantinos Vyrsokinos

Hypersphere-Based Weight Imprinting for Few-Shot Learning on Embedded Devices.

IEEE transactions on neural networks and learning systems
Avec: Nikolaos Passalis , Alexandros Iosifidis , Moncef Gabbouj , Anastasios Tefas

Probabilistic Knowledge Transfer for Lightweight Deep Representation Learning.

IEEE transactions on neural networks and learning systems
Avec: Nikolaos Passalis , Maria Tzelepi , Anastasios Tefas

Deep Adaptive Input Normalization for Time Series Forecasting.

IEEE transactions on neural networks and learning systems
Avec: Nikolaos Passalis , Anastasios Tefas , Juho Kanniainen , Moncef Gabbouj , Alexandros Iosifidis

Neurons With Paraboloid Decision Boundaries for Improved Neural Network Classification Performance.

IEEE transactions on neural networks and learning systems
Avec: Nikolaos Tsapanos , Anastasios Tefas , Nikolaos Nikolaidis , Ioannis Pitas

Diversity-driven knowledge distillation for financial trading using Deep Reinforcement Learning.

Neural networks : the official journal of the International Neural Network Society
Avec: Avraam Tsantekidis , Nikolaos Passalis , Anastasios Tefas

Modeling limit order trading with a continuous action policy for deep reinforcement learning.

Neural networks : the official journal of the International Neural Network Society
Avec: Avraam Tsantekidis , Nikolaos Passalis , Anastasios Tefas

An all-optical neuron with sigmoid activation function.

Optics express
Avec: G Mourgias-Alexandris , A Tsakyridis , N Passalis , A Tefas , K Vyrsokinos , N Pleros

K-Anonymity inspired adversarial attack and multiple one-class classification defense.

Neural networks : the official journal of the International Neural Network Society
Avec: Vasileios Mygdalis , Anastasios Tefas , Ioannis Pitas

Noise-resilient and high-speed deep learning with coherent silicon photonics.

Nature communications
Avec: G Mourgias-Alexandris , M Moralis-Pegios , A Tsakyridis , S Simos , G Dabos , A Totovic , N Passalis , M Kirtas , T Rutirawut , F Y Gardes , A Tefas , N Pleros

Predicting the immunomodulatory activity of probiotic lactic acid bacteria using supervised Machine Learning in a Cornu aspersum snail model.

Fish & shellfish immunology
Avec: Elissavet Charizani , Esmeralda Dushku , Maria Kyritsi , Eleftheria Theodora Metallinou , Argyro Karathodorou , Eleni Amanetidou , Marianthi-Maria Kokkaleniou , Nikolaos Passalis , Anastasios Tefas , Alexandra Staikou , Minas Yiangou

Réseau de co-auteurs

Nikolaos Passalis 11 collaborations
G Mourgias-Alexandris 4 collaborations
N Passalis 4 collaborations
A Tefas 4 collaborations
N Pleros 4 collaborations
M Moralis-Pegios 3 collaborations
A Tsakyridis 3 collaborations
M Kirtas 3 collaborations
Avraam Tsantekidis 3 collaborations
Nikos Pleros 2 collaborations
T Rutirawut 2 collaborations
F Y Gardes 2 collaborations
Alexandros Iosifidis 2 collaborations
Moncef Gabbouj 2 collaborations
Ioannis Pitas 2 collaborations
George Mourgias-Alexandris 1 collaboration
Anastasia-Sotiria Toufa 1 collaboration
Konstantinos Saitas-Zarkias 1 collaboration
Stergios Chairistanidis 1 collaboration
A Oikonomou 1 collaboration
Ioannis Roumpos 1 collaboration
Lorenzo De Marinis 1 collaboration
Manos Kirtas 1 collaboration
Giampiero Contestabile 1 collaboration
Miltiadis Moralis-Pegios 1 collaboration
Konstantinos Vyrsokinos 1 collaboration
Maria Tzelepi 1 collaboration
Juho Kanniainen 1 collaboration
Nikolaos Tsapanos 1 collaboration
Nikolaos Nikolaidis 1 collaboration
K Vyrsokinos 1 collaboration
Vasileios Mygdalis 1 collaboration
S Simos 1 collaboration
G Dabos 1 collaboration
A Totovic 1 collaboration
Elissavet Charizani 1 collaboration
Esmeralda Dushku 1 collaboration
Maria Kyritsi 1 collaboration
Eleftheria Theodora Metallinou 1 collaboration
Argyro Karathodorou 1 collaboration
Eleni Amanetidou 1 collaboration
Marianthi-Maria Kokkaleniou 1 collaboration
Alexandra Staikou 1 collaboration
Minas Yiangou 1 collaboration