Anastasios Tefas

ORCID

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 273

Top Venues

Publications

Miltiadis Moralis-Pegios, Apostolos Tsakyridis, Christos Pappas, Theodoros Moschos, George Giamougiannis, Stefanos Kovaios, Ioannis Roumpos, Manos Kirtas, Nikos Passalis, Anastasios Tefas, Nikos Pleros
Optics-informed Neural Networks: Bridging Deep Learning with Photonic Accelerators. OFC (2024)
Loukia Avramelou, Paraskevi Nousi, Nikolaos Passalis, Anastasios Tefas
Deep reinforcement learning for financial trading using multi-modal features. Expert Syst. Appl. 238 (Part C) (2024)
Ourania Stentoumi, Paraskevi Nousi, Maria Tzelepi, Anastasios Tefas
AnIO: anchored input-output learning for time-series forecasting. Neural Comput. Appl. 36 (6) (2024)
Christos Pappas, Theodoros Moschos, Miltiadis Moralis-Pegios, George Giamougiannis, Apostolos Tsakyridis, Manos Kirtas, Nikolaos Passalis, Anastasios Tefas, Nikos Pleros
A TeraFLOP Photonic Matrix Multiplier using Time-Space-Wavelength Multiplexed AWGR-based Architectures. OFC (2024)
Manos Kirtas, Nikolaos Passalis, Anastasios Tefas
Multiplicative update rules for accelerating deep learning training and increasing robustness. Neurocomputing 576 (2024)
Ioannis Mademlis, Charalampos Symeonidis, Anastasios Tefas, Ioannis Pitas
Vision-based drone control for autonomous UAV cinematography. Multim. Tools Appl. 83 (8) (2024)
Konstantinos Gounis, Nikolaos Passalis, Anastasios Tefas
UAV Active Perception and Motion Control for Improving Navigation Using Low-Cost Sensors. CoRR (2024)
Paraskevi Nousi, Anastasios Tefas
Deep label embedding learning for classification. Appl. Soft Comput. 163 (2024)
Avraam Tsantekidis, Nikolaos Passalis, Anastasios Tefas
Modeling limit order trading with a continuous action policy for deep reinforcement learning. Neural Networks 165 (2023)
Dimitrios Tsiakmakis, Nikolaos Passalis, Anastasios Tefas
Improving Inertial-Based UAV Localization using Data-Efficient Deep Reinforcement Learning. EUSIPCO (2023)
Konstantinos Tsampazis, Manos Kirtas, Pavlos Tosidis, Nikolaos Passalis, Anastasios Tefas
Deep Reinforcement Learning With Action Masking for Differential-Drive Robot Navigation Using Low-Cost Sensors. MLSP (2023)
Ioannis Mademlis, Arturo Torres-González, Jesús Capitán, Maurizio Montagnuolo, Alberto Messina, Fulvio Negro, Cedric Le Barz, Tiago Gonçalves, Rita Cunha, Bruno Joao Nogueira Guerreiro, Fan Zhang, Stephen Boyle, Gregoire Guerout, Anastasios Tefas, Nikos Nikolaidis, David R. Bull, Ioannis Pitas
A multiple-UAV architecture for autonomous media production. Multim. Tools Appl. 82 (2) (2023)
Paraskevi Nousi, Loukia Avramelou, Georgios Rodinos, Maria Tzelepi, Theodoros Manousis, Konstantinos Tsampazis, Kyriakos Stefanidis, Dimitris Spanos, Emmanouil Kirtas, Pavlos Tosidis, Avraam Tsantekidis, Nikolaos Passalis, Anastasios Tefas
Leveraging Deep Learning and Online Source Sentiment for Financial Portfolio Management. CoRR (2023)
Pavlos Tosidis, Nikolaos Passalis, Anastasios Tefas
Leveraging Active and Continual Learning for Improving Deep Face Recognition in-the-Wild. MMSP (2023)
Dimosthenis Moralis, Maria Tzelepi, Anastasios Tefas
Retrieval-Based Methodology for Few-Sample Logo Recognition. MMSP (2023)
Stefanos Ginargiros, Nikolaos Passalis, Anastasios Tefas
Deep Active Perception for Object Detection using Navigation Proposals. SSCI (2023)
Loukia Avramelou, Nikolaos Passalis, Grigorios Tsoumakas, Anastasios Tefas
Domain-Specific Large Language Model Finetuning using a Model Assistant for Financial Text Summarization. SSCI (2023)
Maria Tzelepi, Paraskevi Nousi, Anastasios Tefas
Improving Electric Load Demand Forecasting with Anchor-Based Forecasting Method. ICASSP (2023)
Georgios Rodinos, Paraskevi Nousi, Nikolaos Passalis, Anastasios Tefas
A Sharpe Ratio Based Reward Scheme in Deep Reinforcement Learning for Financial Trading. AIAI (1) (2023)
Georgios Orfanidis, Konstantinos Ioannidis, Anastasios Tefas, Stefanos Vrochidis, Ioannis Kompatsiaris
Tweaking EfficientDet for frugal training. ICMR (2023)
Emmanouil Mpampis, Nikolaos Passalis, Anastasios Tefas
Symmetric Fine-Tuning for Improving Few-Shot Object Detection. SSCI (2023)
Manos Kirtas, Nikolaos Passalis, George Mourgias-Alexandris, George Dabos, Nikos Pleros, Anastasios Tefas
Robust Architecture-Agnostic and Noise Resilient Training of Photonic Deep Learning Models. IEEE Trans. Emerg. Top. Comput. Intell. 7 (1) (2023)
Manos Kirtas, Nikolaos Passalis, Anastasios Tefas
Multiplicative update rules for accelerating deep learning training and increasing robustness. CoRR (2023)
Theodoros Manousis, Nikolaos Passalis, Anastasios Tefas
Enabling High-Resolution Pose Estimation in Real Time Using Active Perception. ICIP (2023)
Angelos Nalmpantis, Nikolaos Passalis, Anastasios Tefas
End-to-End Trainable Gaussian Filtering for Electrocardiogram Signal Classification Using Deep Learning. EUSIPCO (2023)
Valia Dimaridou, Nikolaos Passalis, Anastasios Tefas
Deep Active Robotic Perception for Improving Face Recognition Under Occlusions. SSCI (2023)
Apostolos Tsakyridis, George Giamougiannis, Miltiadis Moralis-Pegios, George Mourgias-Alexandris, Angelina Totovic, George Dabos, Manos Kirtas, Nikolaos Passalis, Anastasios Tefas, Dimitrios Kalavrouziotis, Dimitris Syrivelis, Paraskevas Bakopoulos, Elad Mentovich, Nikos Pleros
DDOS attack identification via a silicon photonic Deep Neural Network with 50 GHz input and weight update. OFC (2023)
Illia Oleksiienko, Paraskevi Nousi, Nikolaos Passalis, Anastasios Tefas, Alexandros Iosifidis
Variational Voxel Pseudo Image Tracking. SSCI (2023)
Alexandros Chariton, Nikolaos Passalis, Nikos Pleros, Anastasios Tefas
Mutual Information-Based Neural Network Distillation for Improving Photonic Neural Network Training. Neural Process. Lett. 55 (7) (2023)
Stefanos Ginargiros, Nikolaos Passalis, Anastasios Tefas
Deep Active Perception for Object Detection using Navigation Proposals. CoRR (2023)
Manos Kirtas, Nikolaos Passalis, Athina Oikonomou, Miltiadis Moralis-Pegios, George Giamougiannis, Apostolos Tsakyridis, George Mourgias-Alexandris, Nikolaos Pleros, Anastasios Tefas
Mixed-precision quantization-aware training for photonic neural networks. Neural Comput. Appl. 35 (29) (2023)
Styliani-Christina Fragkouli, Paraskevi Nousi, Nikolaos Passalis, Panagiotis Iosif, Nikolaos Stergioulas, Anastasios Tefas
Deep residual error and bag-of-tricks learning for gravitational wave surrogate modeling. Appl. Soft Comput. 147 (2023)
Angelina Totovic, Apostolos Tsakyridis, George Giamougiannis, Miltiadis Moralis-Pegios, Anastasios Tefas, Nikos Pleros
Programmable Photonic Neural Networks for advanced Machine Learning tasks. OFC (2023)
Illia Oleksiienko, Paraskevi Nousi, Nikolaos Passalis, Anastasios Tefas, Alexandros Iosifidis
Variational Voxel Pseudo Image Tracking. CoRR (2023)
Paraskevi Nousi, Maria Tzelepi, Anastasios Tefas
Anchored Input-Output Learning for Electrical Load Demand Forecasting. ISCAS (2023)
Loukia Avramelou, Paraskevi Nousi, Nikolaos Passalis, Stavros Doropoulos, Anastasios Tefas
Cryptosentiment: A Dataset and Baseline for Sentiment-Aware Deep Reinforcement Learning for Financial Trading. ICASSP Workshops (2023)
Nikolaos Passalis, Pavlos Tosidis, Theodoros Manousis, Anastasios Tefas
Deep Learning for Active Robotic Perception. IJCCI (2023)
Maria Tzelepi, Charalampos Symeonidis, Paraskevi Nousi, Efstratios Kakaletsis, Theodoros Manousis, Pavlos Tosidis, Nikos Nikolaidis, Anastasios Tefas
Deep Learning for Energy Time-Series Analysis and Forecasting. CoRR (2023)
Achilleas Andronikos, Maria Tzelepi, Anastasios Tefas
Residual Error Learning for Electricity Demand Forecasting. EANN (2023)
Manos Kirtas, Nikolaos Passalis, Nikolaos Pleros, Anastasios Tefas
Non-negative isomorphic neural networks for photonic neuromorphic accelerators. CoRR (2023)
Apostolos Tsakyridis, Miltiadis Moralis-Pegios, George Giamougiannis, Manos Kirtas, Nikolaos Passalis, Anastasios Tefas, Nikos Pleros
Photonic Neural Networks and Optics-informed Deep Learning Fundamentals. CoRR (2023)
Manos Kirtas, Nikolaos Passalis, Athina Oikonomou, Miltiadis Moralis-Pegios, George Giamougiannis, Apostolos Tsakyridis, George Mourgias-Alexandris, Nikolaos Pleros, Anastasios Tefas
Quantization-Aware Training for Mixed Precision Photonic Neural Networks. MLSP (2023)
Dat Thanh Tran, Nikolaos Passalis, Anastasios Tefas, Moncef Gabbouj, Alexandros Iosifidis
Attention-Based Neural Bag-of-Features Learning for Sequence Data. IEEE Access 10 (2022)
Pavlos Floratos, Avraam Tsantekidis, Nikolaos Passalis, Anastasios Tefas
Online Knowledge Distillation for Financial Timeseries Forecasting. INISTA (2022)
Nikolaos Passalis, Maria Tzelepi, Polychronis Charitidis, Stavros Doropoulos, Stavros Vologiannidis, Anastasios Tefas
Deep Video Stream Information Analysis and Retrieval: Challenges and Opportunities. MIPR (2022)
Marlin B. Schäfer, Ondrej Zelenka, Alexander H. Nitz, He Wang, Shichao Wu, Zong-Kuan Guo, Zhoujian Cao, Zhixiang Ren, Paraskevi Nousi, Nikolaos Stergioulas, Panagiotis Iosif, Alexandra E. Koloniari, Anastasios Tefas, Nikolaos Passalis, Francesco Salemi, Gabriele Vedovato, Sergey Klimenko, Tanmaya Mishra, Bernd Brügmann, Elena Cuoco, E. A. Huerta, Chris Messenger, Frank Ohme
MLGWSC-1: The first Machine Learning Gravitational-Wave Search Mock Data Challenge. CoRR (2022)
Nikitas Maragkos, Maria Tzelepi, Nikolaos Passalis, Apostolos N. Adamakos, Anastasios Tefas
Electric load demand forecasting on Greek Energy Market using lightweight neural networks. IVMSP (2022)
Nikolaos Karantaglis, Nikolaos Passalis, Anastasios Tefas
Predicting on-street parking violation rate using deep residual neural networks. Pattern Recognit. Lett. 163 (2022)
Miltiadis Moralis-Pegios, Angelina Totovic, Apostolos Tsakyridis, George Giamougiannis, George Mourgias-Alexandris, George Dabos, Nikolaos Passalis, Manos Kirtas, Anastasios Tefas, Nikos Pleros
Photonic Neuromorphic Computing: Architectures, Technologies, and Training Models. OFC (2022)
Maria Tzelepi, Charalampos Symeonidis, Nikos Nikolaidis, Anastasios Tefas
Multilayer Online Self-Acquired Knowledge Distillation. ICPR (2022)
Nikolaos Passalis, S. Pedrazzi, Robert Babuska, Wolfram Burgard, D. Dias, F. Ferro, Moncef Gabbouj, O. Green, Alexandros Iosifidis, E. Kayacan, Jens Kober, O. Michel, Nikos Nikolaidis, Paraskevi Nousi, R. Pieters, Maria Tzelepi, Abhinav Valada, Anastasios Tefas
OpenDR: An Open Toolkit for Enabling High Performance, Low Footprint Deep Learning for Robotics. IROS (2022)
Pavlos Tosidis, Nikolaos Passalis, Anastasios Tefas
Active Vision Control Policies for Face Recognition using Deep Reinforcement Learning. EUSIPCO (2022)
A. Oikonomou, Manos Kirtas, Nikos Passalis, George Mourgias-Alexandris, Miltiadis Moralis-Pegios, Nikos Pleros, Anastasios Tefas
A Robust, Quantization-Aware Training Method for Photonic Neural Networks. EANN (2022)
Paraskevi Nousi, Emmanouil Mpampis, Nikolaos Passalis, Ole Green, Anastasios Tefas
A Novel Dataset for Evaluating and Alleviating Domain Shift for Human Detection in Agricultural Fields. CoRR (2022)
Paraskevi Nousi, Styliani-Christina Fragkouli, Nikolaos Passalis, Panagiotis Iosif, Theocharis Apostolatos, George Pappas, Nikolaos Stergioulas, Anastasios Tefas
Autoencoder-driven spiral representation learning for gravitational wave surrogate modelling. Neurocomputing 491 (2022)
Alexandros Chariton, Nikolaos Passalis, Anastasios Tefas
Bag-Of-Features-Based Knowledge Distillation For Lightweight Convolutional Neural Networks. ICIP (2022)
Maria Tzelepi, Anastasios Tefas
Forecasting day-ahead electric load demand on Greek Energy Market. IISA (2022)
Nikolaos Karantaglis, Nikolaos Passalis, Anastasios Tefas
Deep Learning for On-Street Parking Violation Prediction. IVMSP (2022)
Styliani-Christina Fragkouli, Paraskevi Nousi, Nikolaos Passalis, Panagiotis Iosif, Nikolaos Stergioulas, Anastasios Tefas
Deep Residual Error and Bag-of-Tricks Learning for Gravitational Wave Surrogate Modeling. CoRR (2022)
Manos Kirtas, Nikolaos Passalis, A. Oikonomou, George Mourgias-Alexandris, Miltiadis Moralis-Pegios, Nikos Pleros, Anastasios Tefas
Normalized Post-training Quantization for Photonic Neural Networks. SSCI (2022)
Manos Kirtas, Nikolaos Passalis, Dimitrios Kalavrouziotis, Dimitris Syrivelis, Paraskevas Bakopoulos, Nikos Pleros, Anastasios Tefas
Early Detection of DDoS Attacks using Photonic Neural Networks. IVMSP (2022)
Nikolaos Passalis, S. Pedrazzi, Robert Babuska, Wolfram Burgard, D. Dias, F. Ferro, Moncef Gabbouj, O. Green, Alexandros Iosifidis, E. Kayacan, Jens Kober, O. Michel, N. Nikolaidis, Paraskevi Nousi, R. Pieters, Maria Tzelepi, Abhinav Valada, Anastasios Tefas
OpenDR: An Open Toolkit for Enabling High Performance, Low Footprint Deep Learning for Robotics. CoRR (2022)
Nikolaos Passalis, Loukia Avramelou, Solon Seficha, Avraam Tsantekidis, Stavros Doropoulos, Giorgos Makris, Anastasios Tefas
Multisource financial sentiment analysis for detecting Bitcoin price change indications using deep learning. Neural Comput. Appl. 34 (22) (2022)
Illia Oleksiienko, Paraskevi Nousi, Nikolaos Passalis, Anastasios Tefas, Alexandros Iosifidis
VPIT: Real-time Embedded Single Object 3D Tracking Using Voxel Pseudo Images. CoRR (2022)
Angelina Totovic, Christos Pappas, Manos Kirtas, Apostolos Tsakyridis, George Giamougiannis, Nikolaos Passalis, Miltiadis Moralis-Pegios, Anastasios Tefas, Nikos Pleros
WDM equipped universal linear optics for programmable neuromorphic photonic processors. Neuromorph. Comput. Eng. 2 (2) (2022)
Manos Kirtas, A. Oikonomou, Nikolaos Passalis, George Mourgias-Alexandris, Miltiadis Moralis-Pegios, Nikos Pleros, Anastasios Tefas
Quantization-aware training for low precision photonic neural networks. Neural Networks 155 (2022)
Georgios Panagiotatos, Nikolaos Passalis, Avraam Tsantekidis, Anastasios Tefas
Sentiment-Aware Distillation for Bitcoin Trend Forecasting Under Partial Observability. ICASSP (2022)
Maria Tzelepi, Nikolaos Passalis, Anastasios Tefas
Probabilistic online self-distillation. Neurocomputing 493 (2022)
Manos Kirtas, Nikos Passalis, George Mourgias-Alexandris, George Dabos, Nikos Pleros, Anastasios Tefas
Learning photonic neural network initialization for noise-aware end-to-end fiber transmission. EUSIPCO (2022)
Maria Tzelepi, Nikolaos Tragkas, Anastasios Tefas
Improving Binary Semantic Scene Segmentation for Robotics Applications. EANN (2022)
Efstratios Kakaletsis, Charalampos Symeonidis, Maria Tzelepi, Ioannis Mademlis, Anastasios Tefas, Nikos Nikolaidis, Ioannis Pitas
Computer Vision for Autonomous UAV Flight Safety: An Overview and a Vision-based Safe Landing Pipeline Example. ACM Comput. Surv. 54 (9) (2022)
Maria Tzelepi, Charalampos Symeonidis, Nikos Nikolaidis, Anastasios Tefas
Real-time synthetic-to-real human detection for robotics applications. IISA (2022)
Shaohua Wan, Zan Gao, Hanwang Zhang, Xiaojun Chang, Chen Chen, Anastasios Tefas
Editorial paper for Pattern Recognition Letters VSI on cross model understanding for visual question answering. Pattern Recognit. Lett. 160 (2022)
Avraam Tsantekidis, Nikolaos Passalis, Anastasia-Sotiria Toufa, Konstantinos Saitas Zarkias, Stergios Chairistanidis, Anastasios Tefas
Price Trailing for Financial Trading Using Deep Reinforcement Learning. IEEE Trans. Neural Networks Learn. Syst. 32 (7) (2021)
Nikolaos Passalis, Juho Kanniainen, Moncef Gabbouj, Alexandros Iosifidis, Anastasios Tefas
Forecasting Financial Time Series Using Robust Deep Adaptive Input Normalization. J. Signal Process. Syst. 93 (10) (2021)
Charalampos Symeonidis, Paraskevi Nousi, P. Tosidis, Konstantinos Tsampazis, Nikolaos Passalis, Anastasios Tefas, N. Nikolaidis
Efficient Realistic Data Generation Framework Leveraging Deep Learning-Based Human Digitization. EANN (2021)
Charalampos Symeonidis, Efstratios Kakaletsis, Ioannis Mademlis, Nikos Nikolaidis, Anastasios Tefas, Ioannis Pitas
Vision-based UAV Safe Landing exploiting Lightweight Deep Neural Networks. ICIGP (2021)
George Mourgias-Alexandris, Miltiadis Moralis-Pegios, Stelios Simos, George Dabos, Nikos Passalis, Manos Kirtas, Teerapat Rutirawut, Frederic Y. Gardes, Anastasios Tefas, Nikos Pleros
A Silicon Photonic Coherent Neuron with 10GMAC/sec processing line-rate. OFC (2021)
Nikos Pleros, Miltiadis Moralis-Pegios, Angelina Totovic, George Dabos, Apostolos Tsakyridis, George Giamougiannis, George Mourgias-Alexandris, Nikos Passalis, Manos Kirtas, Anastasios Tefas
Compute with Light: Architectures, Technologies and Training Models for Neuromorphic Photonic Circuits. ECOC (2021)
Avraam Tsantekidis, Anastasios Tefas
Transferring trading strategy knowledge to deep learning models. Knowl. Inf. Syst. 63 (1) (2021)
Maria Tzelepi, Anastasios Tefas
Semantic Scene Segmentation for Robotics Applications. IISA (2021)
Paraskevi Nousi, Styliani-Christina Fragkouli, Nikolaos Passalis, Panagiotis Iosif, Theocharis Apostolatos, George Pappas, Nikolaos Stergioulas, Anastasios Tefas
Autoencoder-driven Spiral Representation Learning for Gravitational Wave Surrogate Modelling. CoRR (2021)
Nikolaos Passalis, Alexandros Iosifidis, Moncef Gabbouj, Anastasios Tefas
Hypersphere-Based Weight Imprinting for Few-Shot Learning on Embedded Devices. IEEE Trans. Neural Networks Learn. Syst. 32 (2) (2021)
Iason Karakostas, Vasileios Mygdalis, Anastasios Tefas, Ioannis Pitas
Occlusion detection and drift-avoidance framework for 2D visual object tracking. Signal Process. Image Commun. 90 (2021)
Nikolaos Passalis, George Mourgias-Alexandris, Apostolos Tsakyridis, Nikos Pleros, Anastasios Tefas
Training Deep Photonic Convolutional Neural Networks With Sinusoidal Activations. IEEE Trans. Emerg. Top. Comput. Intell. 5 (3) (2021)
Nikolaos Passalis, Anastasios Tefas
Adaptive Inference for Face Recognition leveraging Deep Metric Learning-enabled Early Exits. EUSIPCO (2021)
Charalampos Symeonidis, Paraskevi Nousi, P. Tosidis, Konstantinos Tsampazis, Nikolaos Passalis, Anastasios Tefas, N. Nikolaidis
Efficient Realistic Data Generation Framework leveraging Deep Learning-based Human Digitization. CoRR (2021)
Maria Tzelepi, Anastasios Tefas
Quadratic mutual information regularization in real-time deep CNN models. CoRR (2021)
Nikolaos Passalis, Anastasios Tefas
Pseudo-Active Vision For Improving Deep Visual Perception Through Neural Sensory Refinement. ICIP (2021)
Avraam Tsantekidis, Nikolaos Passalis, Anastasios Tefas
Diversity-driven knowledge distillation for financial trading using Deep Reinforcement Learning. Neural Networks 140 (2021)
Maria Tzelepi, Anastasios Tefas
Semantic Scene Segmentation for Robotics Applications. CoRR (2021)
George Mourgias-Alexandris, Apostolos Tsakyridis, Nikolaos Passalis, Manos Kirtas, Anastasios Tefas, Teerapat Rutirawut, Frederic Y. Gardes, Nikos Pleros, Miltiadis Moralis-Pegios
25GMAC/sec/axon photonic neural networks with 7GHz bandwidth optics through channel response-aware training. ECOC (2021)
George Giamougiannis, Apostolos Tsakyridis, George Mourgias-Alexandris, Miltiadis Moralis-Pegios, Angelina Totovic, George Dabos, Nikos Passalis, Manos Kirtas, Nikos Bamiedakis, Anastasios Tefas, David Lazovsky, Nikos Pleros
Silicon-integrated coherent neurons with 32GMAC/sec/axon compute line-rates using EAM-based input and weighting cells. ECOC (2021)
Maria Tzelepi, Anastasios Tefas
Efficient Training of Lightweight Neural Networks Using Online Self-Acquired Knowledge Distillation. ICME (2021)
Maria Tzelepi, Anastasios Tefas
Efficient training of lightweight neural networks using Online Self-Acquired Knowledge Distillation. CoRR (2021)
Maria Tzelepi, Anastasios Tefas
Graph Embedded Convolutional Neural Networks in Human Crowd Detection for Drone Flight Safety. IEEE Trans. Emerg. Top. Comput. Intell. 5 (2) (2021)
Nikolaos Passalis, Maria Tzelepi, Anastasios Tefas
Probabilistic Knowledge Transfer for Lightweight Deep Representation Learning. IEEE Trans. Neural Networks Learn. Syst. 32 (5) (2021)
Angelos Nalmpantis, Nikolaos Passalis, Avraam Tsantekidis, Anastasios Tefas
Deep adaptive group-based input normalization for financial trading. Pattern Recognit. Lett. 152 (2021)
Nikolaos Passalis, S. Seficha, Avraam Tsantekidis, Anastasios Tefas
Learning Sentiment-Aware Trading Strategies for Bitcoin Leveraging Deep Learning-Based Financial News Analysis. AIAI (2021)
Angelos Nalmpantis, Nikolaos Passalis, Avraam Tsantekidis, Anastasios Tefas
Improving Deep Reinforcement Learning for Financial Trading Using Deep Adaptive Group-Based Normalization. MLSP (2021)

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Publication Activity (10 Years)

Top Topics

Top Venues

Anastasios Tefas