Skip to content
View alexisfilippakopoulos's full-sized avatar
22 followers · 21 following
  • National Technical University of Athens
  • Greece

Achievements

Achievement: Pull SharkAchievement: Quickdraw

Achievements

Achievement: Pull SharkAchievement: Quickdraw

Highlights

  • Pro

Block or report alexisfilippakopoulos

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Maximum 250 characters. Please don't include any personal information such as legal names or email addresses. Markdown supported. This note will be visible to only you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
alexisfilippakopoulos/README.md

About Me

Hello! My name is Alexis Filippakopoulos and I am passionate about applying Machine Learning and Data Science to solve real-world problems. During this time, I am pursuing a Master's degree in those fields at National Technical University of Athens.

I have a strong research interest, currently centered around the intersection of wireless networks and machine learning.

Specific topics include:

  • Efficient large-scale, distributed, on-device training with applications to federated, collaborative and split learning.
  • Privacy-aware and personalization-centric frameworks for federated and collaborative learning environments.

Technologies I mostly work with

pytorch tensorflow scikit-learn numpy pandas scipy seaborn matplotlib python postgresql mysql C++ C Java bash linux

Pinned Loading

  1. SplitGP-Bsc-Thesis SplitGP-Bsc-Thesis Public

    Personalized Federated Learning over Resource Constrained Devices in a Split Learning Setting

    Jupyter Notebook 5

  2. Fully-Distributed-PubSub-Messaging-App-Backend- Fully-Distributed-PubSub-Messaging-App-Backend- Public

    The backend code for a fully distributed messaging app in Java. The system implements the Publish - Subscribe architecture, where the are 3 brokers (servers) where clients are connected to and can …

    Java

  3. Dialogue-System-For-The-Visually-Impaired Dialogue-System-For-The-Visually-Impaired Public

    EasyWash is a user interface for washing machines designed to ameliorate the user experience of visually impaired people. The interface leverages techniques of computer vision, speech recognition a…

    Python 1

  4. The-Decline-of-Disruptive-Science-and-Technology The-Decline-of-Disruptive-Science-and-Technology Public

    Predicting the disruptiveness of a paper as proposed by the referenced study.

    Jupyter Notebook

  5. International-Sports-Events-Window-Dressing-and-Repression International-Sports-Events-Window-Dressing-and-Repression Public

    Partly replicating a paper investigating the 1978 Argentinian World Cup, taking place under the argentinian jounta and the change in repression events as the tournament was closing in.

    Jupyter Notebook

  6. Rerearching-Economic-Connectedness-and-Socioeconomic-Status Rerearching-Economic-Connectedness-and-Socioeconomic-Status Public

    Partly replicating two studies carried out on social capital. The studies appeared in the journal Nature.