Study the interplay between communication and feedback in a cooperative online learning setting.
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Updated
May 31, 2024 - Python
Study the interplay between communication and feedback in a cooperative online learning setting.
A Python library for efficient feature ranking and selection on sparse data sets.
My Incremental/Online Learning Projects
Experiments for online learning and data assimilation for time series data.
FTRL-Proximal online learning algorithm for logistic regression in javascript
The implementation of the Diversity Pool algorithm, proposed in the paper "Diversity-Based Pool of Models for Dealing with Recurring Concepts" and presented at IJCNN '18
[IEEE ICASSP 2021] "A fast randomized adaptive CP decomposition for streaming tensors". In 46th IEEE International Conference on Acoustics, Speech, & Signal Processing, 2021.
Analyses a streaming dataset of insects. Given the features of an insect the algorithm decides if it is a pest or not. Different Classification algorithms applied and their accuracies visualized. ADWIN is used as drift detection method since different insects dominate different seasons.
MATLAB implementation of the paper "Online Distributed Optimal Power Flow with Equality Constraints" [arXiv 2022].
Telecommunications Marketing NBA Simulator
Online Nonsubmodular Minimization with Delayed Costs: From Full Information to Bandit Feedback
Simple Implementations of Bandit Algorithms in python
A MATLAB implementation of online convex optimization (OCO) with long term constraints algorithms
Online machine learning methods
Online Ranking with Multi-Armed-Bandits
continual learning algorithms from CVPR 2021 and ICLR 2021
Kernel Versions of various machine learning algorithms
Simple yet efficient algorithms for Link Prediction in Dynamic Graphs
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