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Another paper at NeurIPS 2021 for Abacus.AI

The Abacus.AI team has published another paper to appear at Neural Information Processing Systems (NeurIPS) 2021. NeurIPS is a top machine learning conference held every December. This post summarizes the paper. XAI-BENCH: Synthetic Benchmarks for…
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Abacus.AI at NeurIPS 2021

The Abacus.AI team published two papers to appear at Neural Information Processing Systems (NeurIPS) 2021. NeurIPS is a top machine learning conference held every December. In this post, we give a short description for each…
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A Primer on Linear Algebra - What You Need to Know Before Jumping Into Deep Learning

In this article, we will dig into some of the preliminary mathematical concepts, collectively known as linear algebra. A good foundation in Linear Algebra goes a long way for understanding Deep Learning. Deep Learning is…
AI Education

Evaluating Deep Learning Models with Abacus.AI - Forecasting (Part 4)

Hey folks, welcome to the final blog post of the four-part series, “Evaluating Deep Learning Models with Abacus.AI”. In this part, we will deal with arguably one of the hardest problem types in terms of…
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Evaluating Deep Learning Models with Abacus.AI - Recommendation Systems (Part 3)

Introduction Hi guys, welcome to the third post in the four-part series, “Evaluating Deep Learning Models with Abacus.AI”. We will cover most of the latest methods that are used to evaluate deep recommender systems in…
AI Education

Evaluating Deep Learning Models with Abacus.AI - Regression (Part 2)

Introduction Hey folks. Welcome back to the series, “Evaluating Deep Learning Models with Abacus.AI”. This is the second part of the four-part series where we will cover the evaluation of regression models. Again, there is…
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Evaluating Deep Learning Models with Abacus.AI - Classification (Part 1)

Introduction Hi, all. Welcome to the first post in the series, “Evaluating Deep Learning Models with Abacus.AI”. There will be four parts to this series where we will cover four types of problems: classification, regression,…
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Abacus.AI at NeurIPS 2020

The Abacus.AI team has published two papers to appear at the Conference on Neural Information Processing Systems (NeurIPS) 2020. NeurIPS is a top machine learning conference held every December. In this post, we give a…
AI ResearchLatest in AI

A Study on Encodings for Neural Architecture Search

In this post, we summarize our paper, A Study on Encodings for Neural Architecture Search, which will appear at NeurIPS 2020 as a spotlight paper. This work provides a theoretical and empirical study of different…