Guy Uziel

According to our database, Guy Uziel authored at least 16 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

SpeCrawler: Generating OpenAPI Specifications from API Documentation Using Large Language Models.

Koren Lazar, Matan Vetzler, Guy Uziel, David Boaz, Esther Goldbraich, David Amid, Ateret Anaby-Tavor

CoRR, 2024

What's the Plan? Evaluating and Developing Planning-Aware Techniques for LLMs.

Eran Hirsch, Guy Uziel, Ateret Anaby-Tavor

CoRR, 2024

2023

Text Augmentation Using Dataset Reconstruction for Low-Resource Classification.

Adir Rahamim, Guy Uziel, Esther Goldbraich, Ateret Anaby-Tavor

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2020

Leveraging Machine Learning Algorithms in Online Portfolio Selection.

Guy Uziel

PhD thesis, 2020

Long-and Short-Term Forecasting for Portfolio Selection with Transaction Costs.

Guy Uziel, Ran El-Yaniv

Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020

Nonparametric Sequential Prediction While Deep Learning the Kernel.

Guy Uziel

Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020

2019

Nonparametric Online Learning Using Lipschitz Regularized Deep Neural Networks.

Guy Uziel

CoRR, 2019

Deep Online Learning with Stochastic Constraints.

Guy Uziel

CoRR, 2019

A generative model for review-based recommendations.

Oren Sar Shalom, Guy Uziel, Amir Kantor

Proceedings of the 13th ACM Conference on Recommender Systems, 2019

Bias-Reduced Uncertainty Estimation for Deep Neural Classifiers.

Yonatan Geifman, Guy Uziel, Ran El-Yaniv

Proceedings of the 7th International Conference on Learning Representations, 2019

2018

Boosting Uncertainty Estimation for Deep Neural Classifiers.

Yonatan Geifman, Guy Uziel, Ran El-Yaniv

CoRR, 2018

A Word is Worth a Thousand Ratings: Augmenting Ratings using Reviews for Collaborative Filtering.

Oren Sar Shalom, Guy Uziel, Alexandros Karatzoglou, Amir Kantor

Proceedings of the 2018 ACM SIGIR International Conference on Theory of Information Retrieval, 2018

Growth-Optimal Portfolio Selection under CVaR Constraints.

Guy Uziel, Ran El-Yaniv

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2018

2017

Multi-Objective Non-parametric Sequential Prediction.

Guy Uziel, Ran El-Yaniv

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

2016

Online Learning of Commission Avoidant Portfolio Ensembles.

Guy Uziel, Ran El-Yaniv

CoRR, 2016

Online Learning of Portfolio Ensembles with Sector Exposure Regularization.

Guy Uziel, Ran El-Yaniv

CoRR, 2016