Search Results for author: Guy Horowitz

Found 4 papers, 1 papers with code

Classification Under Strategic Self-Selection

no code implementations23 Feb 2024 Guy Horowitz, Yonatan Sommer, Moran Koren, Nir Rosenfeld

When users stand to gain from certain predictions, they are prone to act strategically to obtain favorable predictive outcomes.

Classification

Consistent Text Categorization using Data Augmentation in e-Commerce

no code implementations9 May 2023 Guy Horowitz, Stav Yanovsky Daye, Noa Avigdor-Elgrabli, Ariel Raviv

In this work, we aim to improve an existing product categorization model that is already in use by a major web company, serving multiple applications.

Data Augmentation Product Categorization +2

Causal Strategic Classification: A Tale of Two Shifts

2 code implementations13 Feb 2023 Guy Horowitz, Nir Rosenfeld

When users can benefit from certain predictive outcomes, they may be prone to act to achieve those outcome, e. g., by strategically modifying their features.

Classification Vocal Bursts Valence Prediction

In the Eye of the Beholder: Robust Prediction with Causal User Modeling

no code implementations1 Jun 2022 Amir Feder, Guy Horowitz, Yoav Wald, Roi Reichart, Nir Rosenfeld

Accurately predicting the relevance of items to users is crucial to the success of many social platforms.

Recommendation Systems

Cannot find the paper you are looking for? You can Submit a new open access paper.