eide.ai

Benchmarking different Norwegian T5 models for a fine-tuning summarization task

There are many different text models to choose from when you want to perform some downstream task, but which should you choose for your fine-tuning task? Although there are…

Dynamic Slate Recommendation with Gated Recurrent Units and Thompson Sampling

Authors: Simen Eide, David S. Leslie, Arnoldo Frigessi Publication: Data Mining and Knowledge Discovery Preprint: 5 May 2021 Publication: 19 July 2022

Bayesian Neural Nets and how to effectively train them with Stochastic Gradient Markov Chain Monte Carlo

An intuitive review of training bayesian neural nets with markov chain methods

Running Google Colab with VS code

Running VScode and the python extension is great for development. I get clean python files and can run my code interactively. It is the same setup we have at work and I then remotely connect to a server with more cpu…

Installing Pytorch on a raspberry pi 4

I found these wheel builds from Thomas Viehmann that worked very well on a rpi4 64 bit running python 3.7. They are pytorch 1.6.0 and avoids the original hacks. Only issue was that my camera stopped working, but manage to circumvent it by using a different driver (v4l-utils) and using opencv’s…

PILCO and Deep PILCO

Papers: - Deisenroth, M. P., & Rasmussen, C.…

Takeaways Recsys 2018

For the first time Ive actually made a summary of all the papers and presentations I found noteworthy at a conference (allright, there were more, but this is a start). Below…

BPMF presentation

Slides from my presentation on “Bayesian Probabilistic Matrix Factorization using Markov Chain Monte Carlo” by Salakhutdinov and Mnih. Paper link.

KDD workshop Deep learning Day: Five lessons from building a deep neural network recommender for marketplaces

Deep Recommenders, Car Pricing, Self driving rc-car and other projects in 2017

I am not a fan of new years resolutions. If I had been, one of my new years resolutions…

Deep NLP-based Recommenders at Finn.no

During a hackathon at FINN.no, we figured we wanted to learn more about deep NLP-models. FINN.no has a large database with ads of people trying to sell stuff (around 1…

Jupyter lab - First impression

Every three months or so I get really annoyed about Jupyter Notebook being so limited, and I usually spend half a day browsing alternatives like Spyder, PyCharm and Rodeo.…

Collaborative Filtering Recommendations in Spreadsheets

Most people have a…

Presentation from Oslo Data Science Meetup

In February I talked about the recommendation models we have at FINN.no, and how we work to develop…