DeepLET Project
@DeepletProject
DeepLET: https://deeplet.csd.auth.gr/ H.F.R.I - Greece 2.0 - Funded by the European Union –NextGenerationEU (H.F.R.I. project number: 16762)
-New article: Sign potential-driven multiplicative optimization for robust deep reinforcement learning -Published in the Neural Networks journal! sciencedirect.com/science/articl… 𝘏𝘍𝘙𝘐-𝘗𝘳𝘰𝘫𝘦𝘤𝘵 𝘯𝘶𝘮𝘣𝘦𝘳: 16762 #hfri #eu #elidek #nextgenerationeu #greece2_0 #ai #DeepLearning
Here is our work entitled "Model Merging for Deep Reinforcement Learning in Autonomous Financial Trading Systems" which was presented at IISA 2025. -Paper: cidl.csd.auth.gr/resources/conf… 𝘏𝘍𝘙𝘐-𝘗𝘳𝘰𝘫𝘦𝘤𝘵 𝘯𝘶𝘮𝘣𝘦𝘳: 16762 #hfri #eu #elidek #nextgenerationeu #greece2_0 #ai #DRL
Here is the paper "Integrating Contractive Loss in Proximal Policy Optimization for Robust Decision-Making" which was just presented in @eusipco 2025! Paper: cidl.csd.auth.gr/resources/conf… 𝘏𝘍𝘙𝘐-𝘗𝘳𝘰𝘫𝘦𝘤𝘵 𝘯𝘶𝘮𝘣𝘦𝘳: 16762 #hfri #eu #elidek #nextgenerationeu #greece2_0 #ai
Tomorrow 11 September, Prof. Anastasios Tefas, will present the following paper at EUSIPCO2025: Integrating Contractive Loss in Proximal Policy Optimization for Robust Decision-Making 𝘏𝘍𝘙𝘐-𝘗𝘳𝘰𝘫𝘦𝘤𝘵 𝘯𝘶𝘮𝘣𝘦𝘳: 16762 #hfri #eu #elidek #nextgenerationeu #greece2_0 #ai
New DeepLET article just presented at #MLSP2025! Title: "Fast and Robust Training of Deep Learning Models with Multiplicative Adagrad" -Read here: deeplet.csd.auth.gr/wp-content/upl… 𝘏𝘍𝘙𝘐-𝘗𝘳𝘰𝘫𝘦𝘤𝘵 𝘯𝘶𝘮𝘣𝘦𝘳: 16762 #hfri #eu #elidek #nextgenerationeu #greece2_0 #ai #DeepLearning
Tomorrow, Prof. Anastasios Tefas, will be presenting the article "Fast and robust training of deep learning models with multiplicative AdaGrad" at #MLSP2025! deeplet.csd.auth.gr 𝘏𝘍𝘙𝘐-𝘗𝘳𝘰𝘫𝘦𝘤𝘵 𝘯𝘶𝘮𝘣𝘦𝘳: 16762 #hfri #eu #elidek #nextgenerationeu #greece2_0 #ai
Here's is the latest DeepLET article that was published in IEEE Signal Processing Letters! -Article: deeplet.csd.auth.gr/wp-content/upl… -DeepLET website: deeplet.csd.auth.gr 𝘏𝘍𝘙𝘐-𝘗𝘳𝘰𝘫𝘦𝘤𝘵 𝘯𝘶𝘮𝘣𝘦𝘳: 16762 #hfri #eu #elidek #nextgenerationeu #greece2_0 #ai #deeplet
DeepLET project has consistently delivered great research articles at some of the most prestigious international scientific #conferences-EUSIPCO, ICPR, IISA etc Check out the articles: deeplet.csd.auth.gr/publications/ 𝘏𝘍𝘙𝘐-𝘗𝘳𝘰𝘫𝘦𝘤𝘵 𝘯𝘶𝘮𝘣𝘦𝘳: 16762 #hfri #eu #elidek #ai
So far, two #DeepLET articles have been published in scientific journals: Article 1: sciencedirect.com/science/articl… Article 2: sciencedirect.com/science/articl… >For more articles visit: deeplet.csd.auth.gr 𝘏𝘍𝘙𝘐 - 𝘗𝘳𝘰𝘫𝘦𝘤𝘵 𝘯𝘶𝘮𝘣𝘦𝘳: 16762 #hfri #eu #elidek #deeplearning #ai
Here is the article "Plasticity Driven Knowledge Transfer for Continual Deep Reinforcement Learning in Financial Trading" which was presented at the conference #ICPR2024 ! Article: deeplet.csd.auth.gr/wp-content/upl… @ICPRConference #hfri #eu #elidek #deeplearning #ai #machinelearning
Here is the article "Multiplicative RMSprop using gradient normalization for learning acceleration" which was presented at #ICPR2024 #Conference! -Article: deeplet.csd.auth.gr/wp-content/upl… DeepLET: deeplet.csd.auth.gr #hfri #eu #elidek #greece2_0 #deeplearning #ai #machinelearning
Prof. Tefas, coordinator of the #DeepLET project presented yesterday the paper "Multiplicative RMSprop using gradient normalization for learning acceleration" in #ICPR2024! Article: drive.google.com/file/d/1GSTSca… DeepLET: deeplet.csd.auth.gr #hfri #eu #elidek #deeplearning #ai
DeepLET project will be presnt at the International Conference on Pattern Recognition @ICPRConference with 2 very interesting scientific articles on deep learning! Stay tuned for more! DeepLET: deeplet.csd.auth.gr #deeplearning #ai #research #MachineLearning #hfri #eu
𝗗𝗲𝗲𝗽𝗟𝗘𝗧 - "Energy Efficient and Trustworthy Deep Learning" is a new #research #project coordinated by @CidlGroup from Aristotle University of Thessaloniki. >For information visit the DeepLET website: deeplet.csd.auth.gr #eu #deeplearning #hfri #machinelearning #ai
Ηere is the DeepLET scientific article entitled "Quantization-aware Training for Multi-Agent Reinforcement Learning" that was presented in #EUSIPCO2024 ! 🔹Read here: cidl.csd.auth.gr/resources/conf… DeepLET: deeplet.csd.auth.gr #hfri #Deeplet #conference2024 #DeepLearning #ai
Here is the DeepLET scientific article that was recently presented at IEEE #MLSP 2024! Title: Bi-Directional Knowledge Transfer For Continual Deep Reinforcement Learning in Financial Trading Read it here: cidl.csd.auth.gr/resources/conf… #hfri #eu #nextgeneration #ieee #DeepLearning
𝗗𝗲𝗲𝗽𝗟𝗘𝗧 - "Energy Efficient and Trustworthy Deep Learning" is a new #research #project coordinated by @CidlGroup from Aristotle University of Thessaloniki. >For information visit the DeepLET website: deeplet.csd.auth.gr #hfri #eu #deeplearning #machinelearning #ai
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